This application generally relates to microphones. In particular, this application relates to a microphone configured to provide near-field acceptance and far-field rejection in high sound pressure level environments.
There are several different types of microphones and related transducers, such as, for example, dynamic, crystal, condenser/capacitor (externally biased and electret), Micro-Electrical-Mechanical-System (“MEMS”), etc., each having its advantages and disadvantages depending on the application. The various microphones can be designed to produce different polar response patterns, including, for example, omnidirectional, cardioid, subcardioid, supercardioid, hypercardioid, and bidirectional. The type(s) of microphone used, and the polar pattern chosen for each microphone (or microphone cartridge(s) included therein), may depend on, for example, the locations of the audio sources, the desire to exclude unwanted noises, the locations of such noises, the physical space requirements, and/or other considerations.
At live performances or events (such as, e.g., concerts, lectures, and other on-stage performances; sports events, racing events, and other spectator events; news broadcasts and other live reports; etc.), one or more microphones may be used to capture sounds from one or more audio sources. The audio sources may include one or more human speakers or vocalists, one or more musical instruments, and/or other live sounds generated in association with the event. However, in harsh and high sound pressure level (SPL) environments, it can be difficult to isolate relatively quiet audio sources (e.g., voice signals from an announcer, reporter, or performer) from the loud environmental noise present all around the audio source (e.g., audience or crowd noise, event noise, etc.). This is because many traditional microphones have polar patterns that tend to capture unwanted noise as well the desired audio. Moreover, undesirable acoustic feedback will occur if the gain of the microphone is raised too high in an effort to obtain a higher SPL for the desired sound source and/or a lower SPL for noise and other nearby and distant sources.
Condenser microphones may be more suitable for quieter or distant sound sources because they have higher sensitivity than other traditional microphones and have a smooth, natural-sounding, response across a wide frequency range, including higher frequencies. Such frequency responses are possible because the diaphragms of condenser microphone transducers are typically made thinner and lighter than those of dynamic microphones, for example, due to the fact that the condenser diaphragms do not have a voice coil mass attached thereto within the acoustical space of the transducer. However, traditional condenser microphones typically have fixed polar patterns, few manually selectable settings, and a limited maximum sound pressure level, thus making them less than ideal for live or on-stage events. For example, condenser microphones may cause distortion and/or clipping in high SPL environments.
While the use of multiple cartridges may allow for the formation of various independent polar patterns, such designs still may not uniformly form the desired polar patterns and may not ideally capture sound due to frequency response irregularities, as well as interference and reflections within and between the cartridges. Moreover, placing multiple condenser cartridges in a single handheld microphone, for example, can be cost, and space, prohibitive.
Micro-Electrical-Mechanical-System (“MEMS”) microphones, or microphones that have a MEMS element as the core transducer, have become increasingly popular due to their small package size (e.g., thereby, allowing for an overall lower profile device) and high performance characteristics (such as, e.g., high signal-to-noise ratio (“SNR”), low power consumption, good sensitivity, etc.). In addition, MEMS microphones are generally easier to assemble and available at a lower cost than, for example, the condenser microphone cartridges found in many existing microphones. However, due to the physical constraints of the MEMS microphone packaging, the polar pattern of a conventional MEMS microphone is inherently omnidirectional, which means the microphone is equally sensitive to sounds coming from any and all directions, regardless of the microphone's orientation. This can be less than ideal for on-stage and other live performance environments, in particular.
Accordingly, there is still a need for a microphone capable of high isolation in high SPL environments, so as to provide full, natural-sounding speech pickup in even the nosiest environment.
The invention is intended to solve the above-noted and other problems by providing a microphone that is designed to, among other things, provide near-field acceptance for audio sources in very close proximity of the microphone, provide far-field broadband cancellation for all other audio sources, nearby and distant, and provide high performance characteristics suitable for live or on-stage environments, such as, e.g., a high directionality, high signal-to-noise ratio (SNR), wideband audio coverage, high isolation, high gain before feedback, etc.
One exemplary embodiment provides a microphone array comprising a first plurality of directional microphone elements arranged in a first cluster formed by directing a front face of said microphone elements towards a center of the first cluster, and a second plurality of directional microphone elements arranged in a second cluster formed by directing a front face of said microphone elements away from a center of the second cluster, wherein the first cluster of microphone elements is disposed vertically above the second cluster of microphone elements.
Another exemplary embodiment provides a microphone comprising a first microphone array comprising a plurality of directional microphone elements arranged in close proximity to each other and configured to capture near-field sounds within a first range of frequencies, and a second microphone array disposed concentrically around the first microphone array, the second array comprising a plurality of omnidirectional microphone elements configured to capture near-field sounds within a second range of frequencies higher than the first range.
Yet another exemplary embodiment provides a microphone comprising a microphone array that comprises a plurality of omnidirectional microphone elements arranged in a plurality of concentric sub-arrays, each sub-array comprising a respective subset of the microphone elements, the subsets of microphone elements being vertically aligned, and the sub-arrays being arranged in a stacked configuration, wherein the plurality of sub-arrays have a substantially uniform radius, substantially equal spacing between the microphone elements in each sub-array, and a substantially uniform vertical distance between adjacent sub-arrays.
According to certain aspects, said microphone further comprises a first beamforming component configured to form first and second bidirectional outputs based on audio signals received from first and second pairs of the omnidirectional microphone elements, respectively.
According to additional aspects, the microphone further comprises a second beamforming component configured to form a first sub-array output by combining a first plurality of bidirectional outputs generated by the first beamforming component, and form a second sub-array output by combining a second plurality of bidirectional outputs generated by the first beamforming component.
According to some aspects, the plurality of sub-arrays includes a top sub-array, a central sub-array, and a bottom sub-array, and the first plurality of bidirectional outputs is formed by pairing each microphone element in the central sub-array with a respective one of the microphone elements in the top sub-array, and the second plurality of bidirectional outputs is formed by pairing each microphone element in the central sub-array with a respective one of the microphone elements in the bottom sub-array.
According to additional aspects, the microphone further comprises a third beamforming component configured to generate a forward-facing output for the microphone array by combining the first sub-array output with the second sub-array output.
Another exemplary embodiment provides a microphone comprising a microphone array that comprises a plurality of omnidirectional microphone elements arranged in a plurality of concentric sub-arrays, each microphone element being located in a respective one of the sub-arrays, the sub-arrays being vertically aligned and arranged in a stacked configuration, and the plurality of sub-arrays comprising a top sub-array, a central sub-array, and a bottom sub-array. The microphone further comprises one or more beamforming components configured to form a first plurality of bidirectional outputs by pairing each microphone element in the central sub-array with a respective one of the microphone elements in the top sub-array; form a second plurality of bidirectional outputs by pairing each microphone element in the central sub-array with a respective one of the microphone elements in the bottom sub-array; and generate a forward-facing output for the microphone array based on the first and second bidirectional outputs.
According to certain aspects, the one or more beamforming components are further configured to form a first virtual sub-array output by combining the first plurality of bidirectional outputs; form a second virtual sub-array output by combining the second plurality of bidirectional outputs; and generate the forward-facing output for the microphone array by combining the first virtual sub-array output with the second virtual sub-array output.
According to certain aspects, the microphone array has a peak sensitivity at a working distance of less than about four inches from the center of the microphone array.
Another exemplary embodiment provides a microphone comprising a microphone array that comprises a plurality of microphone elements arranged in a plurality of layers, the layers being stacked such that each microphone element of a given layer is vertically aligned with respective microphone elements in the other layers, wherein the microphone array is configured to capture near-field sounds and reject far-field sounds within a first range of frequencies.
According to certain aspects, the first range of frequencies is about 20 hertz (Hz) to about 18.5 kilohertz (kHz).
These and other embodiments, and various permutations and aspects, will become apparent and be more fully understood from the following detailed description and accompanying drawings, which set forth illustrative embodiments that are indicative of the various ways in which the principles of the invention may be employed.
The description that follows describes, illustrates and exemplifies one or more particular embodiments of the invention in accordance with its principles. This description is not provided to limit the invention to the embodiments described herein, but rather to explain and teach the principles of the invention in such a way to enable one of ordinary skill in the art to understand these principles and, with that understanding, be able to apply them to practice not only the embodiments described herein, but also other embodiments that may come to mind in accordance with these principles. The scope of the invention is intended to cover all such embodiments that may fall within the scope of the appended claims, either literally or under the doctrine of equivalents.
It should be noted that in the description and drawings, like or substantially similar elements may be labeled with the same reference numerals. However, sometimes these elements may be labeled with differing numbers, such as, for example, in cases where such labeling facilitates a more clear description. Additionally, the drawings set forth herein are not necessarily drawn to scale, and in some instances proportions may have been exaggerated to more clearly depict certain features. Such labeling and drawing practices do not necessarily implicate an underlying substantive purpose. As stated above, the specification is intended to be taken as a whole and interpreted in accordance with the principles of the invention as taught herein and understood to one of ordinary skill in the art.
The techniques described herein provide for a high performing close proximity microphone configured for near-field pickup and far-field cancellation, for example, in order to better capture close range voice signals amidst a loud, noisy environment. Exemplary embodiments include a microphone array comprising a first cluster or layer of directional microphone elements positioned above a second cluster or layer of directional microphone elements that are inverted in polarity compared to the first cluster. For example, the microphone elements may be bidirectional microphones, such as, e.g., condenser microphone cartridges, and the front sides of the microphone elements in the first layer may be facing inwards or towards each other, while the front sides of the microphone element in the second layer may be facing outwards or away from each other. With this arrangement, sounds approaching the sides of the microphone array can cancel each other due to the opposing polarities of the two layers of microphone elements. And sounds approaching at a reasonable distance away from the top, or bottom, of the microphone array (e.g., more than a few inches) fall within the nulls of the microphone elements and therefore, are naturally rejected. Moreover, due to the way the directionalities of the microphone elements cancel each other out in this arrangement, the microphone array is left with a narrow pickup angle capable of only capturing sounds that are in very close proximity to the microphone elements (e.g., within a few inches).
Exemplary embodiments also include adding a second microphone array concentrically around the first microphone array in order to better handle high frequency audio. For example, while the first microphone array can provide far-field rejection and near-field acceptance of low and mid-band frequencies, performance above a certain cut-off frequency (e.g., around 6.5 kHz) may be limited due to geometrical constraints of the microphone elements in the first microphone array. The second microphone array may include a plurality of omnidirectional microphones (e.g., MEMS microphones) arranged spatially around the first microphone array, for example, so as to form two or more rings with uniform vertical spacing between the rings and uniform horizontal spacing between the elements in each ring. Certain beamforming techniques may be applied to the second microphone array to create a single, forward facing, three-dimensional array lobe that is tuned to handle frequencies above the cut-off frequency of the first array, minimize far-field acceptance above this cut-off frequency, and provide a usable working distance at high frequencies. Thus, a microphone comprising both the first microphone array and the second microphone array may be capable of providing full range audio coverage (e.g., 20 Hz to 20 kHz) with a higher SNR than, for example, that of the individual microphone elements.
Other exemplary embodiments provide a microphone comprising only the second microphone array, or a plurality of omnidirectional microphones (e.g., MEMS) arranged in a plurality of concentric sub-arrays with uniform vertical spacing between the sub-arrays and uniform horizontal or radial spacing between the elements of each sub-array. Due to a geometry of the three-dimensional array (also referred to herein as a “spatial microphone array”), selected pairs of the omnidirectional microphones can be combined, using certain beamforming techniques, to simulate the optimal bidirectional behavior of the condenser microphones in the first array, without experiencing performance limitations at frequencies above the cut-off frequency of the first microphone array. Indeed, such embodiments can provide a usable working distance (e.g., within a few inches) across the entire applicable audible range, including very high frequencies. Moreover, a microphone comprising just the second microphone array may provide a reduction in overall materials and assembly costs, more consistent behavior across all frequencies due to the removal of internal reflective surfaces inherently present with condenser microphones, and an increase in bandwidth due to the apparent center of the pairs of omnidirectional microphones being closer together than the condenser microphones.
In the illustrated embodiment, the microphone 100 includes a handle 104 to allow for handheld operation of the microphone 100, or attachment to a microphone stand or holder. In other embodiments, the microphone 100 can include a base (not shown) to allow for table-top operation. In still other embodiments, the microphone 100 can be configured for hands-free operation (e.g., as part of a wireless system). In any case, the microphone 100 may further include a support (e.g., support 304 shown in
The microphone array 102 comprises multiple microphone elements 106 that can form multiple pickup patterns for optimally detecting and capturing sound from the audio source. In embodiments, the polar patterns formed by each of the microphone elements 106 are directional and may include bidirectional, cardioid, subcardioid, supercardioid, and/or hypercardioid. As such, each directional microphone element 106 can have a pre-designated front side or face 108 that is configured to be oriented directly in front of a given audio source (e.g., 0 degrees relative to the source) and an opposing back side or face 110 configured to be oriented away from the audio source (e.g., 180 degrees relative to the source).
In some embodiments, the microphone elements 106 are condenser microphone cartridges, either externally biased or electret type, with a bidirectional polar pattern configured to pick up sounds at the front face 108 and back face 110 equally, or nearly equally, well. In some embodiments, the “front” and “back” designations for a given microphone element 106 may be programmatically assigned by the processor depending on the design considerations for the microphone 100. In one example embodiment, the processor can flip the “front” orientation of certain elements 106 to “back” and the “back” orientation of certain elements 106 to “front,” as needed to implement the techniques described herein.
In other embodiments, the microphone elements 106 can be any other type of microphone configured to form a bidirectional, or other directional, polar pattern (e.g., inherently or using beamforming techniques), such as, for example, MEMS (micro-electrical mechanical system) transducers, dynamic microphones, ribbon microphones, piezoelectric microphones, etc. In one embodiment (e.g., as shown in
Each of the microphone elements 106 can convert detected sound into an audio signal. In some cases, the audio signal can be a digital audio output. In other cases, the audio signal can be an analog audio output, and components of the microphone 100, such as analog to digital converters, processors, and/or other components, may process the analog audio signals to ultimately generate one or more digital audio output signals. The digital audio output signals may conform to the Dante standard for transmitting audio over Ethernet, in some embodiments, or may conform to another standard. In certain embodiments, one or more pickup patterns may be formed by the processor of the microphone 100 from the audio signals generated by the microphone elements 106, and the processor may generate a digital audio output signal corresponding to each of the pickup patterns. In other embodiments, the microphone elements 106 may output analog audio signals and other components and devices (e.g., processors, mixers, recorders, amplifiers, etc.) external to the microphone 100 may process the analog audio signals.
According to embodiments, the directional microphone elements 106 of the microphone array 102 can be arranged in multiple layers or rows configured to cancel or reduce sounds coming from the sides of the microphone 100 and/or beyond a pre-specified distance from the microphone 100. As shown in
In other embodiments, the microphone array 102 may include only the first layer 112 of microphones 106a for picking up sounds from all sides of the microphone 100 (e.g., as shown in
Referring back to
Referring additionally to
In embodiments, the microphone elements 106 are further arranged within each sub-array 112, 114 so that the front sides 108 of the first cluster of microphone elements 106a have a first orientation and the front sides 108 of the second cluster of microphone elements 106b have a second orientation, generally opposite the first. For example, the microphone elements 106 may be arranged so that an overall on-axis orientation of the elements 106b in the second sub-array 114 is approximately 180 degrees rotated from an overall on-axis orientation of the elements 106a in the first sub-array 112. To achieve such arrangement, the first sub-array 112 can be formed by directing the front side 108 of each microphone element 106a inwards, or towards the center 116 of the first cluster 112, as shown in
According to embodiments, by arranging the microphone elements 106 in this manner, the directionalities of the individual microphone elements 106 purposely conflict with each other, so that only a narrow pick-up angle is left to detect sounds. Moreover, the remaining array lobe may be capable of picking up sounds only at close-range (e.g., within 4 inches above the microphone 100), enabling the microphone array 102 to detect sounds in the near-field and reject sounds in the far-field. For example, the microphone array 102 can cancel or reduce sounds detected at the sides of the microphone array 102 (e.g., at 0, 90, 180, and 270 degrees around the microphone 100) due to the opposing polarities of the microphone elements 106a and 106b in the first and second layers, or sub-arrays 112 and 114. The extent to which the microphones conflict may depend on the type of directionality exhibited by each of the microphone elements 106. For example, if the microphone elements 106 are bi-directional microphone cartridges, the polar patterns of the microphone elements 106 may cancel each other out completely, or substantially, along the sides of the microphone array 102.
The microphone array 102 can also reject sounds that are a reasonable distance away from the microphone array 102 (e.g., more than 4 inches) and fall within the nulls of the directional microphone cartridges 106. The exact locations of these nulls can vary depending on the type of directionality exhibited by the microphone elements 106 and the orientation of the transducer or cartridge within the array 102. For example, if the microphone elements 106 are bi-directional microphone cartridges placed in a horizontal orientation, as shown in
Conversely, sounds that are close enough to be in the proximity of the microphone cartridges 106 may not be reduced or rejected, thus leaving a narrow, shallow lobe around the center of the microphone array 102 for audio pick-up. In embodiments, the pick-up angle created by this lobe may be so narrow and shallow that only spherical waves (e.g., voice signals or a person speaking or singing directly into the microphone 100) can fall within the lobe of the microphone array 102. For example, even plane waves (e.g., from surrounding musical instruments) of equal or higher SPL may be rejected by the narrow, shallow pick-up angle of the microphone array 102. This may be possible because the microphone 100 is configured to take advantage of the fact that spherical losses are typically high when a microphone is in close proximity to the source. More specifically, in the microphone 100, the audio signal produced by the front microphone sub-array 112 in the near field may be higher than the audio signal produced by the rear or back microphone sub-array 114 because the front microphone elements 106a have increased sensitivity due to spherical losses in the near field. Accordingly, when an audio source is in close proximity to the microphone 100, the source signal (e.g., vocals) may not be completely cancelled out by the microphone array 102. However, when the audio source is further away from the microphone 100, the difference between the response of the front sub-array 112 and the response of the rear sub-array 114 may be closer to parity and therefore, the audio signals produced by the two sub-arrays 112 and 114 may cancel out, completely or nearly so. For example, in one embodiment, for a given pair of vertically-spaced microphone elements 106a and 106b, there may be a six decibel (dB) loss between the outputs of the two elements for near field sounds, thus resulting in less cancellation, and only a 1.7 dB loss for far-field sounds, thus resulting in more cancellation.
Referring back to
In some embodiments, the microphone elements 106 can be tilted or angled towards or away from each, while still being radially-aligned, for example, as shown in
In embodiments, a distance or spacing between adjacent microphones 106a in the top layer 112 of the microphone array 102 can be selected to create a desired working distance, or the maximum distance between the audio source and the microphone 100 that still enables audio pick-up. Beyond this working distance, the sensitivity of the array 102 drops off considerably, while within the working distance, the array may experience the usual 1/r loss, where r equals a distance from the array center. This sensitivity drop-off may also be related to the relative distance between (a) the audio source and the first sub-array 112, which is variable, and (b) the first sub-array 112 and the second sub-array 114, which is fixed. (A more detailed description of signal attention at different distances is provided below with respect to
The spacing between adjacent microphone elements 106a in the top layer 112 may also determine the frequency at which the directivity of the microphone array 102 changes from cancellation (e.g., as described above with respect to
The working distance of the microphone array 102 can also be determined, or limited, by a geometry of the individual microphone elements 106 in the array and/or other physical constraints related to the microphone 100. For example, limitations related to the size and/or shape of each microphone element 106 may restrict how closely two elements 106 can be placed. In one embodiment, each microphone element 106 is a condenser microphone capsule with a generally circular shape and a diameter of about 0.5 inch. In such embodiment, the smallest possible working distance for the sub-array 112 (i.e. a cluster of four such condenser capsules) may be about three to four inches from the geometric center 116 of the array, with the exact working distance being further dependent on the orientation of the microphone elements 106 relative to each other, as described below.
In some embodiments, a geometry, or arrangement, of the microphone elements 106 can be optimized to accommodate a pre-existing form factor of the handheld microphone 100 and/or other physical constraints. For example, the microphone elements 106 may be arranged according to a size and shape of a pre-existing microphone grille for encasing the microphone array 102 at the top of the microphone handle 104. In some cases, the microphone elements 106 may also be arranged within the grille so that a distance between the front sub-array 112 and a front of the microphone grille is minimized and a distance between the microphone array 102 and a base of the microphone handle 104 is maximized.
Referring now to
According to embodiments, the geometry of the microphone elements 922 may be optimized further to accommodate certain acoustic constraints of the array 902. In particular, a working distance of the front sub-array 912 may be minimized due to the straight, or perfectly vertical, orientation of the microphone elements 922 forming the sub-array 912. For example, the output of the front sub-array 912 may be completely cancelled out by the output of the back sub-array 914, even in close proximity. Accordingly, in some embodiments, the working distance of the array 902 can be increased by tilting or angling the microphone elements 922 and 924 towards each other, such that at least a limited output is present in the near-field.
More specifically,
In embodiments, the tilted orientation may be achieved by tilting or angling each of the microphone elements 1022, 1024 towards a center 1030 of the microphone array 1002. As shown in
In embodiments, the exact polar response of the array 1002 may be a function of the amount of tilt (e.g., number of degrees) applied to each element 1022, 1024. For example, to achieve the tilted orientation, each microphone element 1022, 1024 may be tilted by the same number of degrees but in a different direction relative to the location of the element 1022, 1024. The exact number of degrees may be selected based on the geometry of the microphone grille 820, the geometry of the microphone elements 1022, 1024, the placement of the elements 1022, 1024 in each sub-array 1012, 1014, and/or a desired working distance for the array 1002. In a preferred embodiment, each microphone element 1022, 1024 is titled by +/−20 degrees, depending on the position of the element. In such cases, the polar response of the microphone array 1002 may be calculated using the equation: [2*sin(20 degrees)]*cos(Θ-90 degrees).
Referring additionally to
In embodiments, the second microphone array 308 is configured for operation above a cut-off frequency associated with the first microphone array 302 (or “proximity microphone array”). For example, the second microphone array 308 (or “spatial microphone array”) may be configured for near-field acceptance at frequencies above 6.5 kilo-Hertz (kHz). The cut-off frequency of the first microphone array 302 may be determined, at least in part, by a size of the individual microphone elements 306 in the first array 302. More specifically, a size, or radius, of each element 306 may prevent the microphone elements 306 from being positioned close enough to each other to allow for certain high frequency coverage. For example, as will be appreciated, the distance between adjacent microphone elements within a given array can determine which frequency band or bands are optimally covered by the array. In the illustrated embodiment, because the depicted microphone elements 306 are circular capsules, each having a common radius, d, for example, the frequency response of the first microphone array 302 may be limited by the minimum possible distance between two adjacent capsules, or 2d. As described herein, this minimum distance between adjacent capsules also determines a working distance of the first microphone array 302 from a geometric center of the array. However, this working distance is only usable at frequencies below the cut-off frequency of the first microphone array 302, or at low and mid-range frequencies. Thus, the spatial microphone array 308 can be added to the directional microphone array 302 to create a usable work distance (e.g., 3-4 inches) at higher frequencies (such as, e.g., 6.5 kHz to 13 kHz).
Referring back to
According to embodiments, the radius, r, for each sub-array 312 can be selected based on a number of factors, including, for example, an overall size of each microphone element 310, the number of microphone elements 310 in each sub-array 312, or the array 308 at large, coverage of desired frequency band(s) or octave(s) of interest, and/or an overall diameter of the first microphone array 302. In the case of the latter, the sub-array radius may be selected so that the second microphone array 308 is sufficiently large enough to completely surround the first array 302, as well as leave a required minimum distance between the two arrays 302 and 308 to ensure proper microphone performance. In a preferred embodiment, the radius of each sub-array 312 is approximately 0.75 inches, or a total diameter of approximately 1.5 inches, and is configured to optimally operate within a frequency range or octave of 6.5 kHz to 13 kHz.
In other embodiments, the number of microphone elements 310 in each sub-array 312 and/or the number of sub-arrays 312 in the second array 308 may vary. For example, in some embodiments, the microphone elements 310 may not be evenly distributed across the various sub-arrays 312, so that some sub-arrays 312 have more elements 310 than others. In some embodiments, the microphone array 308 may include more or fewer than three sub-arrays 312, for example, to accommodate lower or higher frequencies and/or to accommodate multiple frequency octaves. In some embodiments, the sub-arrays 312 may have varying radii to cover multiple and/or different octaves. For example, the sub-arrays 312 may be harmonically nested by selecting a progressively larger radius for each sub-array 312, so that the sub-arrays 312 cover progressively lower frequency octaves.
In embodiments, the sub-arrays 312 may be equally distributed from each other by placing a uniform vertical distance, d2, between adjacent sub-arrays 312, as shown in
As shown in
In embodiments, the microphone elements 310 can be MEMS transducers or any other type of omnidirectional microphone. Appropriate beamforming techniques (e.g., using beamformer 504 shown in
In a preferred embodiment, two additive techniques are combined to create the array lobe for the spatial array 308. First, the microphone elements 310 within each sub-array 312 may be individually summed together to generate a single planar, broadside lobe for that sub-array 312. The resulting lobe may be shaped to provide narrow pick up at the front and back sides of the sub-array 312. Then, the rear lobe may be removed from the planar lobes of the sub-arrays 312 using delay and sum beamforming techniques. To achieve this result, the sub-arrays 312 may be collectively treated as an end-fire array, with the planar sub-array lobes serving as the individual “elements” of the end-fire array. In addition, the sub-array lobes may be delayed so as to provide a coherent signal, using the speed of sound propagation to set the delay amount, which may be based on the spacing between adjacent sub-arrays 312 and/or the overall height of the spatial array 308. Other suitable beamforming techniques may also be used to combine the audio signals captured by microphone elements 310 into a single output for the overall spatial microphone array 308, as will be appreciated.
In embodiments, the final array lobe generated for the second microphone array 308 may have different sensitivity than the lobe generated for the first microphone array 302. One or more filters with appropriate gain components may be applied to the outputs of the arrays 302 and/or 308 in order to match the different sensitivities. The exact gain value for each filter may be determined based on the working distance of the first microphone array 302, a location of the sound source relative to the first microphone array 302, as well as other suitable factors. In some cases, appropriate DSP techniques may be used to apply such filters.
In some embodiments, the outputs of the first and second microphone arrays 302 and 308 may also be filtered (e.g., also using appropriate DSP techniques) to account for the different frequency response characteristics of the two arrays. For example, the first microphone array 302 may be configured to optimally operate in close proximity within a certain frequency range (e.g., below 7000 Hz), and the second microphone array 308 may be configured or tuned for operation in frequencies that are higher than that frequency range (e.g., above 7000 Hz). As described herein, at higher frequencies (i.e. above 7000 Hz), the first microphone array 302 may begin to exhibit undesirable omnidirectional behavior, instead of the cancellation-type behavior for which the first array 302 is designed. To avoid this omnidirectional response, the output of the first microphone array 302 may be coupled to a low pass filter with a cut-off frequency tuned to match that of the first array 302 (e.g., around 7000 Hz), and the output of the second microphone array 308 may be coupled to a high pass filter configured to accept frequencies above that cut-off frequency (e.g., above 7000 Hz).
More specifically,
Similarly,
Likewise,
The microphone elements 502 may include the microphone elements included in any of the proximity microphone 100 shown in
The beamformer 504 may be in communication with the microphone elements 502 and may be used to beamform audio signals captured by the microphone elements 502. In embodiments, the beamformer 504 may include one or more components to facilitate processing of the audio signals received from the microphone elements 502, such as, e.g., microphone combining beamformer 600 of
Other beamforming techniques may also be performed by the beamformer 504 to obtain a desired output as described herein. For example, for the hybrid microphone 300 shown in
Referring now to
More specifically, as shown in
According to embodiments, the output generated for each sub-array by the beamformer 600 may be a single, planar broadside lobe with narrow pick up at the front and back of the sub-array. More specifically, though the microphone elements 602 themselves may be omnidirectional, the combined output of these elements 602 may be directional due to the geometry of the sub-arrays. For example, in the case of omnidirectional microphones arranged in a circular sub-array, or other ring-like configuration (e.g., as shown in
Referring now to
More specifically, in order to obtain the desired array output, the beamformer 700 may be configured to treat the spatial microphone array 308 as a linear end-fire array comprised of three elements, namely sub-arrays 1, 2, and 3 shown in
As will be appreciated, in a differential end-fire array, the signal captured by the front microphone in the array (i.e. the first microphone reached by sound propagating on-axis) may be summed with an inverted and delayed version of the signal captured by the rear microphone in the array (i.e. positioned opposite the front microphone) to produce cardioid, hypercardioid, or supercardioid pickup patterns, for example. In such cases, the sound from the rear of the array is greatly or completely attenuated, while the sound from the front of the array has little or no attenuation. In accordance with embodiments, the beamformer 700 may be configured to combine the individual sub-array outputs 702 using similar techniques, in order to obtain a single, planar, forward-facing pick-up pattern for the overall array 308. For example, the beamformer 700 may apply appropriate delay and sum techniques to sum the combined output 702 of the front sub-array (e.g., sub-array 1) with inverted and delayed versions of the outputs 702 for the rear sub-arrays (e.g., sub-arrays 2 and/or 3), thus generating an overall combined array output that has the desired forward-facing lobe.
As shown in
In particular,
Unlike the second microphone array 308, however, the spatial array 1100 is configured to optimally operate in close proximity across all or most of the audible frequency range (e.g., 20 Hz to 20 kHz), for example, as shown in
As an example,
More specifically, the response plot 1200 is normalized to the near field response, so that the first response curve 1202 is fixed at a loss of 0 dB at about 0.0254 m from the sound source across all applicable frequencies. A second response curve 1204 shows a loss of about 0 to 4 dB at approximately 2 inches, or 0.0508 m, across all applicable frequencies. A third response curve 1206 shows a loss of about 8 to 18 dB at approximately 4 inches, or 0.1016 m, across all applicable frequencies. A fourth response curve 1208 shows a loss of about 20 to 95 dB at approximately 8 inches, or 0.2032 m. And a fifth response curve 1210 shows a loss of about 27 to 87 dB at approximately 16 inches, or 0.4064 m, across all applicable frequencies.
Referring back to
As illustrated in
Further, the sub-arrays 1104, themselves, may be equally spaced apart from each other, or separated by a uniform vertical distance, d2, also like the array 308. As shown in
In addition, a radius, r, of the circle formed by each sub-array 1104 (e.g., as shown in
Another geometrical component of the spatial array 1100 is a uniform diagonal distance, d3, between the microphone elements 1102 of adjacent sub-arrays 1104, as shown in
To achieve bidirectionality behavior using the omnidirectional microphone elements 1102, each element 1102 of the central sub-array 1104b may be used to create two distinct microphone pairs: one for forming a virtual front microphone that mimics the front microphones 1022a shown in
In embodiments, the virtual front microphones can be created by pairing the microphone elements 1102 of the central sub-array 1104b with select microphone elements 1102 from the top sub-array 1104a that satisfy prescribed angular and spacing parameters. Likewise, the virtual back microphones can be created by pairing the microphone elements 1102 of the central sub-array 1104b with select microphone elements 1102 from the bottom sub-array 1104c that also satisfy prescribed angular and spacing parameters.
In embodiments, the angular parameter sets a requisite value, Θ, for the angle at which the microphone pair tilts relative to an x-y plane of the spatial array 1100. This angle can set or establish a direction of greatest acceptance for the bidirectional formation represented by the resulting virtual microphone. Moreover, the working distance can be dependent on the angle, Θ. In some cases, the angle or amount of tilt may be selected to mimic or re-create the tilted condenser microphones in
Also in embodiments, the spacing parameter sets a requisite value for the amount of space or distance between the microphone elements 1102 forming a given microphone pair. This spacing can set or determine an ideal in-speech bandwidth of the bidirectional pattern formation represented by the resulting virtual microphone. In particular, the requisite distance can be selected to meet a minimum amount of space required between the paired microphone elements 1102 in order to have a well-formed bidirectional pattern, or a bidirectional formation with maximum side rejection within the frequencies that are compatible with speech. In one embodiment, the spacing value is selected so that the virtual microphone exhibits ideal bidirectional behavior within a bandwidth of about 250 Hz to 5.6 kHz, but still provides good side rejection in the frequencies above and below this range. In the illustrated embodiment, the spacing value is equal to the diagonal distance, d3, and is the same for each microphone pair, regardless of the directionality. The presence of uniform inter-microphone spacing for each microphone pair ensures uniformity in the polar patterns created for the virtual front and back microphones and enables the virtual microphones to fully mimic bi-directional microphone cartridges.
In the illustrated embodiment, when creating microphone pairs to form a virtual front microphone, the first angular parameter and the spacing parameter can be satisfied by selecting the microphone element 1102 in the top sub-array 1104a that is shifted clockwise by one position relative to the position of a given microphone element 1102 in the central sub-array 1104b. For example,
Likewise, when creating microphone pairs to form a virtual back microphone, the second angular parameter and the spacing parameter can be satisfied by selecting the microphone element 1102 in the bottom sub-array 1104c that is shifted clockwise by one position relative to the position of a given microphone element 1102 in the central sub-array 1104b. For example,
As indicated by the arrows shown in
A second beamforming component, such as, e.g., virtual microphone combining beamformer 1400 shown in
More specifically,
In embodiments, the output produced by the beamformer 1300 may represent one of the virtual microphones shown in
As shown in
According to embodiments, a location of the second microphone 1302 (e.g., Mic 2) relative to the first microphone 1302 (e.g., Mic 1) within the proximity microphone array can determine the order in which the audio signals are subtracted by the difference component 1306. In general, the difference component 1306 can be configured to subtract a back, or rear, audio signal from a front audio signal (e.g., F-R). Thus, if the second microphone 1302 is located closer to a front of the array than the first microphone 1302 (e.g., the pairing of microphone elements 1102a and 1102b to form a virtual front microphone in
Beamformer 1300 further comprises a correction component 1308 for correcting the differential output generated by the difference component 1306. The correction component 1308 can be configured to correct the differential output for a gradient response caused by the difference calculation. For example, the gradient response may give a 6 dB per octave slope to the frequency response of the microphone pair. In order to generate a first-order polar pattern (e.g., bidirectional) for the microphone pair over a broad frequency range, the differential output must be corrected so that it has the same magnitude as the summation output. In a preferred embodiment, the correction component 1308 applies a correction value of (c*d)/(j*ω*f) to the differential output to obtain a corrected differential output for the microphone pair 1302 (e.g., (F-R)*((c*d)/(j*ω*f))), where c equals the speed of sound in air at 20 degrees Celsius, d equals the distance between the first and second microphones 1302 (e.g., d3), Θ equals the angular frequency, and f equals the frequency of the audio signal being corrected. In some cases, a second magnitude correction may be performed to match the sensitivity of the difference component to that of the summation component.
The beamformer 1300 also includes a combiner 1310 configured to combine or sum the summed output generated by the summation component 1304 and the corrected difference output generated by the correction component 1308. The combiner 1310 thus generates a combined output signal with a directional polar pattern (e.g., bidirectional) from the input signals provided by the pair of omnidirectional microphones 1302. In this manner, the beamformer 1300 can be used to create a virtual microphone output that mimics the behavior of a bidirectional microphone, like the condenser microphones shown in
As shown in
The front and back virtual sub-array outputs generated by the beamformer 1400 are provided to a third beamformer to produce a combined array output for the overall microphone array. In some embodiments, the third beamformer is a sub-array combining beamformer that simply sums the two outputs. For example, the third beamformer may be substantially similar to the beamformer 1400 shown in
In other embodiments, each virtual sub-array output generated by the beamformer 1400 may be provided to the delay and sum beamformer 700 shown in
Thus, the techniques described herein provide a high performance microphone capable of near-field acceptance and broadband far-field cancellation with high isolation in harsh and high sound pressure level (SPL) environments, as well as high gain before feedback. Some embodiments of the microphone include multiple directional microphone elements arranged in a close-coupled array with a geometry configured to “hear” sounds only at close range (e.g., 4 inches or less), or in the near-field, and to reject sounds that are a “reasonable” distance away (e.g., more than 4 inches), or in the far-field. Other embodiments further include a spatial array disposed concentrically around the first array and comprising a plurality of omnidirectional microphone elements arranged in multiple rings, or circular sub-arrays. The spatial array may be configured to minimize far-field acceptance above a cutoff frequency (e.g., 6.5 kHz) of the first array, while the first array may be configured for far-field rejection up to and including the cutoff frequency, thus enabling the microphone to provide full range audio coverage overall. Still other embodiments forgo the first array and manipulate just the spatial array of omnidirectional microphones to achieve the same results as the directional and omnidirectional combination. In either case, the microphone may be especially suited for vocal use in loud, noisy environments.
This disclosure is intended to explain how to fashion and use various embodiments in accordance with the technology rather than to limit the true, intended, and fair scope and spirit thereof. The foregoing description is not intended to be exhaustive or to be limited to the precise forms disclosed. Modifications or variations are possible in light of the above teachings. The embodiment(s) were chosen and described to provide the best illustration of the principle of the described technology and its practical application, and to enable one of ordinary skill in the art to utilize the technology in various embodiments and with various modifications as are suited to the particular use contemplated. All such modifications and variations are within the scope of the embodiments as determined by the appended claims, as may be amended during the pendency of this application for patent, and all equivalents thereof, when interpreted in accordance with the breadth to which they are fairly, legally and equitably entitled.
This application claims priority to U.S. Provisional Patent Application No. 62/929,204, filed on Nov. 1, 2019, the contents of which are incorporated herein by reference in their entirety.
Number | Name | Date | Kind |
---|---|---|---|
1535408 | Fricke | Apr 1925 | A |
1540788 | McClure | Jun 1925 | A |
1965830 | Hammer | Jul 1934 | A |
2075588 | Meyers | Mar 1937 | A |
2113219 | Olson | Apr 1938 | A |
2164655 | Kleerup | Jul 1939 | A |
D122771 | Doner | Oct 1940 | S |
2233412 | Hill | Mar 1941 | A |
2268529 | Stiles | Dec 1941 | A |
2343037 | Adelman | Feb 1944 | A |
2377449 | Prevette | Jun 1945 | A |
2481250 | Schneider | Sep 1949 | A |
2521603 | Prew | Sep 1950 | A |
2533565 | Eichelman | Dec 1950 | A |
2539671 | Olson | Jan 1951 | A |
2777232 | Kulicke | Jan 1957 | A |
2828508 | Labarre | Apr 1958 | A |
2840181 | Wildman | Jun 1958 | A |
2882633 | Howell | Apr 1959 | A |
2912605 | Tibbetts | Nov 1959 | A |
2938113 | Schnell | May 1960 | A |
2950556 | Larios | Aug 1960 | A |
3019854 | Obryant | Feb 1962 | A |
3132713 | Seeler | May 1964 | A |
3143182 | Sears | Aug 1964 | A |
3160225 | Sechrist | Dec 1964 | A |
3161975 | McMillan | Dec 1964 | A |
3205601 | Gawne | Sep 1965 | A |
3239973 | Hannes | Mar 1966 | A |
3240883 | Seeler | Mar 1966 | A |
3310901 | Sarkisian | Mar 1967 | A |
3321170 | Vye | May 1967 | A |
3509290 | Mochida | Apr 1970 | A |
3573399 | Schroeder | Apr 1971 | A |
3657490 | Scheiber | Apr 1972 | A |
3696885 | Grieg | Oct 1972 | A |
3755625 | Maston | Aug 1973 | A |
3828508 | Moeller | Aug 1974 | A |
3857191 | Sadorus | Dec 1974 | A |
3895194 | Fraim | Jul 1975 | A |
3906431 | Clearwaters | Sep 1975 | A |
D237103 | Fisher | Oct 1975 | S |
3936606 | Wanke | Feb 1976 | A |
3938617 | Forbes | Feb 1976 | A |
3941638 | Horky | Mar 1976 | A |
3992584 | Dugan | Nov 1976 | A |
4007461 | Luedtke | Feb 1977 | A |
4008408 | Kodama | Feb 1977 | A |
4029170 | Phillips | Jun 1977 | A |
4032725 | McGee | Jun 1977 | A |
4070547 | Dellar | Jan 1978 | A |
4072821 | Bauer | Feb 1978 | A |
4096353 | Bauer | Jun 1978 | A |
4127156 | Brandt | Nov 1978 | A |
4131760 | Christensen | Dec 1978 | A |
4169219 | Beard | Sep 1979 | A |
4184048 | Alcaide | Jan 1980 | A |
4198705 | Massa | Apr 1980 | A |
D255234 | Wellward | Jun 1980 | S |
D256015 | Doherty | Jul 1980 | S |
4212133 | Lufkin | Jul 1980 | A |
4237339 | Bunting | Dec 1980 | A |
4244096 | Kashichi | Jan 1981 | A |
4244906 | Heinemann | Jan 1981 | A |
4254417 | Speiser | Mar 1981 | A |
4275694 | Nagaishi | Jun 1981 | A |
4296280 | Richie | Oct 1981 | A |
4305141 | Massa | Dec 1981 | A |
4308425 | Momose | Dec 1981 | A |
4311874 | Wallace, Jr. | Jan 1982 | A |
4330691 | Gordon | May 1982 | A |
4334740 | Wray | Jun 1982 | A |
4365449 | Liautaud | Dec 1982 | A |
4373191 | Fette | Feb 1983 | A |
4393631 | Krent | Jul 1983 | A |
4414433 | Horie | Nov 1983 | A |
4429850 | Weber | Feb 1984 | A |
4436966 | Botros | Mar 1984 | A |
4449238 | Lee | May 1984 | A |
4466117 | Goerike | Aug 1984 | A |
4485484 | Flanagan | Nov 1984 | A |
4489442 | Anderson | Dec 1984 | A |
4518826 | Caudill | May 1985 | A |
4521908 | Miyaji | Jun 1985 | A |
4566557 | Lemaitre | Jan 1986 | A |
4593404 | Bolin | Jun 1986 | A |
4594478 | Gumb | Jun 1986 | A |
D285067 | Delbuck | Aug 1986 | S |
4625827 | Bartlett | Dec 1986 | A |
4653102 | Hansen | Mar 1987 | A |
4658425 | Julstrom | Apr 1987 | A |
4669108 | Deinzer | May 1987 | A |
4675906 | Sessler | Jun 1987 | A |
4693174 | Anderson | Sep 1987 | A |
4696043 | Iwahara | Sep 1987 | A |
4712231 | Julstrom | Dec 1987 | A |
4741038 | Elko | Apr 1988 | A |
4752961 | Kahn | Jun 1988 | A |
4805730 | O′Neill | Feb 1989 | A |
4815132 | Minami | Mar 1989 | A |
4860366 | Fukushi | Aug 1989 | A |
4862507 | Woodard | Aug 1989 | A |
4866868 | Kass | Sep 1989 | A |
4881135 | Heilweil | Nov 1989 | A |
4888807 | Reichel | Dec 1989 | A |
4903247 | Van Gerwen | Feb 1990 | A |
4923032 | Nuernberger | May 1990 | A |
4928312 | Hill | May 1990 | A |
4969197 | Takaya | Nov 1990 | A |
5000286 | Crawford | Mar 1991 | A |
5038935 | Wenkman | Aug 1991 | A |
5058170 | Kanamori | Oct 1991 | A |
5088574 | Kertesz, III | Feb 1992 | A |
D324780 | Sebesta | Mar 1992 | S |
5121426 | Baumhauer | Jun 1992 | A |
D329239 | Hahn | Sep 1992 | S |
5189701 | Jain | Feb 1993 | A |
5204907 | Staple | Apr 1993 | A |
5214709 | Ribic | May 1993 | A |
5224170 | Waite, Jr. | Jun 1993 | A |
D340718 | Leger | Oct 1993 | S |
5289544 | Franklin | Feb 1994 | A |
D345346 | Alfonso | Mar 1994 | S |
D345379 | Chan | Mar 1994 | S |
5297210 | Julstrom | Mar 1994 | A |
5322979 | Cassity | Jun 1994 | A |
5323459 | Hirano | Jun 1994 | A |
5329593 | Lazzeroni | Jul 1994 | A |
5335011 | Addeo | Aug 1994 | A |
5353279 | Koyama | Oct 1994 | A |
5359374 | Schwartz | Oct 1994 | A |
5371789 | Hirano | Dec 1994 | A |
5383293 | Royal | Jan 1995 | A |
5384843 | Masuda | Jan 1995 | A |
5396554 | Hirano | Mar 1995 | A |
5400413 | Kindel | Mar 1995 | A |
D363045 | Phillips | Oct 1995 | S |
5473701 | Cezanne | Dec 1995 | A |
5509634 | Gebka | Apr 1996 | A |
5513265 | Hirano | Apr 1996 | A |
5525765 | Freiheit | Jun 1996 | A |
5550924 | Helf | Aug 1996 | A |
5550925 | Hori | Aug 1996 | A |
5555447 | Kotzin | Sep 1996 | A |
5574793 | Hirschhorn | Nov 1996 | A |
5602962 | Kellermann | Feb 1997 | A |
5633936 | Oh | May 1997 | A |
5645257 | Ward | Jul 1997 | A |
D382118 | Ferrero | Aug 1997 | S |
5657393 | Crow | Aug 1997 | A |
5661813 | Shimauchi | Aug 1997 | A |
5673327 | Julstrom | Sep 1997 | A |
5687229 | Sih | Nov 1997 | A |
5706344 | Finn | Jan 1998 | A |
5715319 | Chu | Feb 1998 | A |
5717171 | Miller | Feb 1998 | A |
D392977 | Kim | Mar 1998 | S |
D394061 | Fink | May 1998 | S |
5761318 | Shimauchi | Jun 1998 | A |
5766702 | Lin | Jun 1998 | A |
5787183 | Chu | Jul 1998 | A |
5796819 | Romesburg | Aug 1998 | A |
5848146 | Slattery | Dec 1998 | A |
5870482 | Loeppert | Feb 1999 | A |
5878147 | Killion | Mar 1999 | A |
5888412 | Sooriakumar | Mar 1999 | A |
5888439 | Miller | Mar 1999 | A |
D416315 | Nanjo | Nov 1999 | S |
5978211 | Hong | Nov 1999 | A |
5991277 | Maeng | Nov 1999 | A |
6035962 | Lin | Mar 2000 | A |
6039457 | O′Neal | Mar 2000 | A |
6041127 | Elko | Mar 2000 | A |
6049607 | Marash | Apr 2000 | A |
D424538 | Hayashi | May 2000 | S |
6069961 | Nakazawa | May 2000 | A |
6125179 | Wu | Sep 2000 | A |
D432518 | Muto | Oct 2000 | S |
6128395 | De Vries | Oct 2000 | A |
6137887 | Anderson | Oct 2000 | A |
6144746 | Azima | Nov 2000 | A |
6151399 | Killion | Nov 2000 | A |
6173059 | Huang | Jan 2001 | B1 |
6198831 | Azima | Mar 2001 | B1 |
6205224 | Underbrink | Mar 2001 | B1 |
6215881 | Azima | Apr 2001 | B1 |
6266427 | Mathur | Jul 2001 | B1 |
6285770 | Azima | Sep 2001 | B1 |
6301357 | Romesburg | Oct 2001 | B1 |
6329908 | Frecska | Dec 2001 | B1 |
6332029 | Azima | Dec 2001 | B1 |
D453016 | Nevill | Jan 2002 | S |
6386315 | Roy | May 2002 | B1 |
6393129 | Conrad | May 2002 | B1 |
6424635 | Song | Jul 2002 | B1 |
6442272 | Osovets | Aug 2002 | B1 |
6449593 | Valve | Sep 2002 | B1 |
6481173 | Roy | Nov 2002 | B1 |
6488367 | Debesis | Dec 2002 | B1 |
D469090 | Tsuji | Jan 2003 | S |
6505057 | Finn | Jan 2003 | B1 |
6507659 | Iredale | Jan 2003 | B1 |
6510919 | Roy | Jan 2003 | B1 |
6526147 | Rung | Feb 2003 | B1 |
6556682 | Gilloire | Apr 2003 | B1 |
6592237 | Pledger | Jul 2003 | B1 |
6622030 | Romesburg | Sep 2003 | B1 |
D480923 | Neubourg | Oct 2003 | S |
6633647 | Markow | Oct 2003 | B1 |
6665971 | Lowry | Dec 2003 | B2 |
6694028 | Matsuo | Feb 2004 | B1 |
6704422 | Jensen | Mar 2004 | B1 |
D489707 | Kobayashi | May 2004 | S |
6731334 | Maeng | May 2004 | B1 |
6741720 | Myatt | May 2004 | B1 |
6757393 | Spitzer | Jun 2004 | B1 |
6768795 | Feltstroem | Jul 2004 | B2 |
6868377 | Laroche | Mar 2005 | B1 |
6885750 | Egelmeers | Apr 2005 | B2 |
6885986 | Gigi | Apr 2005 | B1 |
D504889 | Andre | May 2005 | S |
6889183 | Gunduzhan | May 2005 | B1 |
6895093 | Ali | May 2005 | B1 |
6931123 | Hughes | Aug 2005 | B1 |
6944312 | Mason | Sep 2005 | B2 |
D510729 | Chen | Oct 2005 | S |
6968064 | Ning | Nov 2005 | B1 |
6990193 | Beaucoup | Jan 2006 | B2 |
6993126 | Kyrylenko | Jan 2006 | B1 |
6993145 | Combest | Jan 2006 | B2 |
7003099 | Zhang | Feb 2006 | B1 |
7013267 | Huart | Mar 2006 | B1 |
7031269 | Lee | Apr 2006 | B2 |
7035398 | Matsuo | Apr 2006 | B2 |
7035415 | Belt | Apr 2006 | B2 |
7050576 | Zhang | May 2006 | B2 |
7054451 | Janse | May 2006 | B2 |
D526643 | Ishizaki | Aug 2006 | S |
D527372 | Allen | Aug 2006 | S |
7092516 | Furuta | Aug 2006 | B2 |
7092882 | Arrowood | Aug 2006 | B2 |
7098865 | Christensen | Aug 2006 | B2 |
7106876 | Santiago | Sep 2006 | B2 |
7110553 | Julstrom | Sep 2006 | B1 |
7120269 | Lowell | Oct 2006 | B2 |
7130309 | Pianka | Oct 2006 | B2 |
D533177 | Andre | Dec 2006 | S |
7149320 | Haykin | Dec 2006 | B2 |
7161534 | Tsai | Jan 2007 | B2 |
7187765 | Popovic | Mar 2007 | B2 |
7203308 | Kubota | Apr 2007 | B2 |
D542543 | Bruce | May 2007 | S |
7212628 | Popovic | May 2007 | B2 |
D546318 | Yoon | Jul 2007 | S |
D546814 | Takita | Jul 2007 | S |
D547748 | Tsuge | Jul 2007 | S |
7239714 | De Blok | Jul 2007 | B2 |
D549673 | Niitsu | Aug 2007 | S |
7269263 | Dedieu | Sep 2007 | B2 |
D552570 | Niitsu | Oct 2007 | S |
D559553 | Mischel | Jan 2008 | S |
7333476 | LeBlanc | Feb 2008 | B2 |
D566685 | Koller | Apr 2008 | S |
7359504 | Reuss | Apr 2008 | B1 |
7366310 | Stinson | Apr 2008 | B2 |
7387151 | Payne | Jun 2008 | B1 |
7412376 | Florencio | Aug 2008 | B2 |
7415117 | Tashev | Aug 2008 | B2 |
D578509 | Thomas | Oct 2008 | S |
D581510 | Albano | Nov 2008 | S |
D582391 | Morimoto | Dec 2008 | S |
D587709 | Niitsu | Mar 2009 | S |
D589605 | Reedy | Mar 2009 | S |
7503616 | Linhard | Mar 2009 | B2 |
7515719 | Hooley | Apr 2009 | B2 |
7536769 | Pedersen | May 2009 | B2 |
D595402 | Miyake | Jun 2009 | S |
D595736 | Son | Jul 2009 | S |
7558381 | Ali | Jul 2009 | B1 |
7565949 | Tojo | Jul 2009 | B2 |
D601585 | Andre | Oct 2009 | S |
7651390 | Profeta | Jan 2010 | B1 |
7660428 | Rodman | Feb 2010 | B2 |
7667728 | Kenoyer | Feb 2010 | B2 |
7672445 | Zhang | Mar 2010 | B1 |
D613338 | Marukos | Apr 2010 | S |
7701110 | Fukuda | Apr 2010 | B2 |
7702116 | Stone | Apr 2010 | B2 |
D614871 | Tang | May 2010 | S |
7724891 | Beaucoup | May 2010 | B2 |
D617441 | Koury | Jun 2010 | S |
7747001 | Kellermann | Jun 2010 | B2 |
7756278 | Moorer | Jul 2010 | B2 |
7783063 | Pocino | Aug 2010 | B2 |
7787328 | Chu | Aug 2010 | B2 |
7830862 | James | Nov 2010 | B2 |
7831035 | Stokes | Nov 2010 | B2 |
7831036 | Beaucoup | Nov 2010 | B2 |
7856097 | Tokuda | Dec 2010 | B2 |
7881486 | Killion | Feb 2011 | B1 |
7894421 | Kwan | Feb 2011 | B2 |
D636188 | Kim | Apr 2011 | S |
7925006 | Hirai | Apr 2011 | B2 |
7925007 | Stokes | Apr 2011 | B2 |
7936886 | Kim | May 2011 | B2 |
7970123 | Beaucoup | Jun 2011 | B2 |
7970151 | Oxford | Jun 2011 | B2 |
D642385 | Lee | Aug 2011 | S |
D643015 | Kim | Aug 2011 | S |
7991167 | Oxford | Aug 2011 | B2 |
7995768 | Miki | Aug 2011 | B2 |
8000481 | Nishikawa | Aug 2011 | B2 |
8005238 | Tashev | Aug 2011 | B2 |
8019091 | Burnett | Sep 2011 | B2 |
8041054 | Yeldener | Oct 2011 | B2 |
8059843 | Hung | Nov 2011 | B2 |
8064629 | Jiang | Nov 2011 | B2 |
8085947 | Haulick | Dec 2011 | B2 |
8085949 | Kim | Dec 2011 | B2 |
8095120 | Blair | Jan 2012 | B1 |
8098842 | Florencio | Jan 2012 | B2 |
8098844 | Elko | Jan 2012 | B2 |
8103030 | Barthel | Jan 2012 | B2 |
8109360 | Stewart, Jr. | Feb 2012 | B2 |
8112272 | Nagahama | Feb 2012 | B2 |
8116500 | Oxford | Feb 2012 | B2 |
8121834 | Rosec | Feb 2012 | B2 |
D655271 | Park | Mar 2012 | S |
D656473 | Laube | Mar 2012 | S |
8130969 | Buck | Mar 2012 | B2 |
8130977 | Chu | Mar 2012 | B2 |
8135143 | Ishibashi | Mar 2012 | B2 |
8144886 | Ishibashi | Mar 2012 | B2 |
D658153 | Woo | Apr 2012 | S |
8155331 | Nakadai | Apr 2012 | B2 |
8170882 | Davis | May 2012 | B2 |
8175291 | Chan | May 2012 | B2 |
8175871 | Wang | May 2012 | B2 |
8184801 | Hamalainen | May 2012 | B1 |
8189765 | Nishikawa | May 2012 | B2 |
8189810 | Wolff | May 2012 | B2 |
8194863 | Takumai | Jun 2012 | B2 |
8199927 | Raftery | Jun 2012 | B1 |
8204198 | Adeney | Jun 2012 | B2 |
8204248 | Haulick | Jun 2012 | B2 |
8208664 | Iwasaki | Jun 2012 | B2 |
8213596 | Beaucoup | Jul 2012 | B2 |
8213634 | Daniel | Jul 2012 | B1 |
8219387 | Cutler | Jul 2012 | B2 |
8229134 | Duraiswami | Jul 2012 | B2 |
8233352 | Beaucoup | Jul 2012 | B2 |
8243951 | Ishibashi | Aug 2012 | B2 |
8244536 | Arun | Aug 2012 | B2 |
8249273 | Inoda | Aug 2012 | B2 |
8259959 | Marton | Sep 2012 | B2 |
8275120 | Stokes, III | Sep 2012 | B2 |
8280728 | Chen | Oct 2012 | B2 |
8284949 | Farhang | Oct 2012 | B2 |
8284952 | Reining | Oct 2012 | B2 |
8286749 | Stewart | Oct 2012 | B2 |
8290142 | Lambert | Oct 2012 | B1 |
8291670 | Gard | Oct 2012 | B2 |
8297402 | Stewart | Oct 2012 | B2 |
8315380 | Liu | Nov 2012 | B2 |
8331582 | Steele | Dec 2012 | B2 |
8345898 | Reining | Jan 2013 | B2 |
8355521 | Larson | Jan 2013 | B2 |
8370140 | Vitte | Feb 2013 | B2 |
8379823 | Ratmanski | Feb 2013 | B2 |
8385557 | Tashev | Feb 2013 | B2 |
D678329 | Lee | Mar 2013 | S |
8395653 | Feng | Mar 2013 | B2 |
8403107 | Stewart | Mar 2013 | B2 |
8406436 | Craven | Mar 2013 | B2 |
8428661 | Chen | Apr 2013 | B2 |
8433061 | Cutler | Apr 2013 | B2 |
D682266 | Wu | May 2013 | S |
8437490 | Marton | May 2013 | B2 |
8443930 | Stewart, Jr. | May 2013 | B2 |
8447590 | Ishibashi | May 2013 | B2 |
8472639 | Reining | Jun 2013 | B2 |
8472640 | Marton | Jun 2013 | B2 |
D685346 | Szymanski | Jul 2013 | S |
D686182 | Ashiwa | Jul 2013 | S |
8479871 | Stewart | Jul 2013 | B2 |
8483398 | Fozunbal | Jul 2013 | B2 |
8498423 | Thaden | Jul 2013 | B2 |
D687432 | Duan | Aug 2013 | S |
8503653 | Ahuja | Aug 2013 | B2 |
8515089 | Nicholson | Aug 2013 | B2 |
8515109 | Dittberner | Aug 2013 | B2 |
8526633 | Ukai | Sep 2013 | B2 |
8553904 | Said | Oct 2013 | B2 |
8559611 | Ratmanski | Oct 2013 | B2 |
D693328 | Goetzen | Nov 2013 | S |
8583481 | Viveiros | Nov 2013 | B2 |
8599194 | Lewis | Dec 2013 | B2 |
8600443 | Kawaguchi | Dec 2013 | B2 |
8605890 | Zhang | Dec 2013 | B2 |
8620650 | Walters | Dec 2013 | B2 |
8631897 | Stewart | Jan 2014 | B2 |
8634569 | Lu | Jan 2014 | B2 |
8638951 | Zurek | Jan 2014 | B2 |
D699712 | Bourne | Feb 2014 | S |
8644477 | Gilbert | Feb 2014 | B2 |
8654955 | Lambert | Feb 2014 | B1 |
8654990 | Faller | Feb 2014 | B2 |
8660274 | Wolff | Feb 2014 | B2 |
8660275 | Buck | Feb 2014 | B2 |
8670581 | Harman | Mar 2014 | B2 |
8672087 | Stewart | Mar 2014 | B2 |
8675890 | Schmidt | Mar 2014 | B2 |
8675899 | Jung | Mar 2014 | B2 |
8676728 | Velusamy | Mar 2014 | B1 |
8682675 | Togami | Mar 2014 | B2 |
8724829 | Visser | May 2014 | B2 |
8730156 | Weising | May 2014 | B2 |
8744069 | Cutler | Jun 2014 | B2 |
8744101 | Burns | Jun 2014 | B1 |
8755536 | Chen | Jun 2014 | B2 |
8811601 | Mohammad | Aug 2014 | B2 |
8818002 | Tashev | Aug 2014 | B2 |
8824693 | Åhgren | Sep 2014 | B2 |
8842851 | Beaucoup | Sep 2014 | B2 |
8855326 | Derkx | Oct 2014 | B2 |
8855327 | Tanaka | Oct 2014 | B2 |
8861713 | Xu | Oct 2014 | B2 |
8861756 | Zhu | Oct 2014 | B2 |
8873789 | Bigeh | Oct 2014 | B2 |
D717272 | Kim | Nov 2014 | S |
8886343 | Ishibashi | Nov 2014 | B2 |
8893849 | Hudson | Nov 2014 | B2 |
8898633 | Bryant | Nov 2014 | B2 |
D718731 | Lee | Dec 2014 | S |
8903106 | Meyer | Dec 2014 | B2 |
8923529 | McCowan | Dec 2014 | B2 |
8929564 | Kikkeri | Jan 2015 | B2 |
8942382 | Elko | Jan 2015 | B2 |
8965546 | Visser | Feb 2015 | B2 |
D725059 | Kim | Mar 2015 | S |
D725631 | McNamara | Mar 2015 | S |
8976977 | De | Mar 2015 | B2 |
8983089 | Chu | Mar 2015 | B1 |
8983834 | Davis | Mar 2015 | B2 |
D726144 | Kang | Apr 2015 | S |
D727968 | Onoue | Apr 2015 | S |
9002028 | Haulick | Apr 2015 | B2 |
D729767 | Lee | May 2015 | S |
9038301 | Zelbacher | May 2015 | B2 |
9088336 | Mani | Jul 2015 | B2 |
9094496 | Teutsch | Jul 2015 | B2 |
D735717 | Lam | Aug 2015 | S |
D737245 | Fan | Aug 2015 | S |
9099094 | Burnett | Aug 2015 | B2 |
9107001 | Diethorn | Aug 2015 | B2 |
9111543 | Åhgren | Aug 2015 | B2 |
9113242 | Hyun | Aug 2015 | B2 |
9113247 | Chatlani | Aug 2015 | B2 |
9126827 | Hsieh | Sep 2015 | B2 |
9129223 | Velusamy | Sep 2015 | B1 |
9140054 | Oberbroeckling | Sep 2015 | B2 |
D740279 | Wu | Oct 2015 | S |
9172345 | Kok | Oct 2015 | B2 |
D743376 | Kim | Nov 2015 | S |
D743939 | Seong | Nov 2015 | S |
9196261 | Burnett | Nov 2015 | B2 |
9197974 | Clark | Nov 2015 | B1 |
9203494 | Tarighat Mehrabani | Dec 2015 | B2 |
9215327 | Bathurst | Dec 2015 | B2 |
9215543 | Sun | Dec 2015 | B2 |
9226062 | Sun | Dec 2015 | B2 |
9226070 | Hyun | Dec 2015 | B2 |
9226088 | Pandey | Dec 2015 | B2 |
9232185 | Graham | Jan 2016 | B2 |
9237391 | Benesty | Jan 2016 | B2 |
9247367 | Nobile | Jan 2016 | B2 |
9253567 | Morcelli | Feb 2016 | B2 |
9257132 | Gowreesunker | Feb 2016 | B2 |
9264553 | Pandey | Feb 2016 | B2 |
9264805 | Buck | Feb 2016 | B2 |
9280985 | Tawada | Mar 2016 | B2 |
9286908 | Zhang | Mar 2016 | B2 |
9293134 | Saleem | Mar 2016 | B1 |
9294839 | Lambert | Mar 2016 | B2 |
9301049 | Elko | Mar 2016 | B2 |
D754103 | Fischer | Apr 2016 | S |
9307326 | Elko | Apr 2016 | B2 |
9319532 | Bao | Apr 2016 | B2 |
9319799 | Salmon | Apr 2016 | B2 |
9326060 | Nicholson | Apr 2016 | B2 |
D756502 | Lee | May 2016 | S |
9330673 | Cho | May 2016 | B2 |
9338301 | Pocino | May 2016 | B2 |
9338549 | Haulick | May 2016 | B2 |
9354310 | Visser | May 2016 | B2 |
9357080 | Beaucoup | May 2016 | B2 |
9403670 | Schelling | Aug 2016 | B2 |
9426598 | Walsh | Aug 2016 | B2 |
D767748 | Nakai | Sep 2016 | S |
9451078 | Yang | Sep 2016 | B2 |
D769239 | Li | Oct 2016 | S |
9462378 | Kuech | Oct 2016 | B2 |
9473868 | Huang | Oct 2016 | B2 |
9479627 | Rung | Oct 2016 | B1 |
9479885 | Ivanov | Oct 2016 | B1 |
9489948 | Chu | Nov 2016 | B1 |
9510090 | Lissek | Nov 2016 | B2 |
9514723 | Silfvast | Dec 2016 | B2 |
9516412 | Shigenaga | Dec 2016 | B2 |
9521057 | Klingbeil | Dec 2016 | B2 |
9549245 | Frater | Jan 2017 | B2 |
9560446 | Chang | Jan 2017 | B1 |
9560451 | Eichfeld | Jan 2017 | B2 |
9565493 | Abraham | Feb 2017 | B2 |
9565507 | Case | Feb 2017 | B2 |
9578413 | Sawa | Feb 2017 | B2 |
9578440 | Otto | Feb 2017 | B2 |
9589556 | Gao | Mar 2017 | B2 |
9591123 | Sorensen | Mar 2017 | B2 |
9591404 | Chhetri | Mar 2017 | B1 |
D784299 | Cho | Apr 2017 | S |
9615173 | Sako | Apr 2017 | B2 |
9628596 | Bullough | Apr 2017 | B1 |
9635186 | Pandey | Apr 2017 | B2 |
9635474 | Kuster | Apr 2017 | B2 |
D787481 | Tyss | May 2017 | S |
D788073 | Silvera | May 2017 | S |
9640187 | Niemisto | May 2017 | B2 |
9641688 | Pandey | May 2017 | B2 |
9641929 | Li | May 2017 | B2 |
9641935 | Ivanov | May 2017 | B1 |
9653091 | Matsuo | May 2017 | B2 |
9653092 | Sun | May 2017 | B2 |
9655001 | Metzger | May 2017 | B2 |
9659576 | Kotvis | May 2017 | B1 |
D789323 | Mackiewicz | Jun 2017 | S |
9674604 | Deroo | Jun 2017 | B2 |
9692882 | Mani | Jun 2017 | B2 |
9706057 | Mani | Jul 2017 | B2 |
9716944 | Yliaho | Jul 2017 | B2 |
9721582 | Huang | Aug 2017 | B1 |
9734835 | Fujieda | Aug 2017 | B2 |
9754572 | Salazar | Sep 2017 | B2 |
9761243 | Taenzer | Sep 2017 | B2 |
D801285 | Timmins | Oct 2017 | S |
9788119 | Vilermo | Oct 2017 | B2 |
9813806 | Graham | Nov 2017 | B2 |
9818426 | Kotera | Nov 2017 | B2 |
9826211 | Sawa | Nov 2017 | B2 |
9854101 | Pandey | Dec 2017 | B2 |
9854363 | Sladeczek | Dec 2017 | B2 |
9860439 | Sawa | Jan 2018 | B2 |
9866952 | Pandey | Jan 2018 | B2 |
D811393 | Ahn | Feb 2018 | S |
9894434 | Rollow, IV | Feb 2018 | B2 |
9930448 | Chen | Mar 2018 | B1 |
9936290 | Mohammad | Apr 2018 | B2 |
9966059 | Ayrapetian | May 2018 | B1 |
9973848 | Chhetri | May 2018 | B2 |
9980042 | Benattar | May 2018 | B1 |
D819607 | Chui | Jun 2018 | S |
D819631 | Matsumiya | Jun 2018 | S |
10015589 | Ebenezer | Jul 2018 | B1 |
10021506 | Johnson | Jul 2018 | B2 |
10021515 | Mallya | Jul 2018 | B1 |
10034116 | Kadri | Jul 2018 | B2 |
10054320 | Choi | Aug 2018 | B2 |
10153744 | Every | Dec 2018 | B1 |
10165386 | Lehtiniemi | Dec 2018 | B2 |
D841589 | Böhmer | Feb 2019 | S |
10206030 | Matsumoto | Feb 2019 | B2 |
10210882 | McCowan | Feb 2019 | B1 |
10231062 | Pedersen | Mar 2019 | B2 |
10244121 | Mani | Mar 2019 | B2 |
10244219 | Sawa | Mar 2019 | B2 |
10269343 | Wingate | Apr 2019 | B2 |
10367948 | Wells-Rutherford | Jul 2019 | B2 |
D857873 | Shimada | Aug 2019 | S |
10389861 | Mani | Aug 2019 | B2 |
10389885 | Sun | Aug 2019 | B2 |
D860319 | Beruto | Sep 2019 | S |
D860997 | Jhun | Sep 2019 | S |
D864136 | Kim | Oct 2019 | S |
10440469 | Barnett | Oct 2019 | B2 |
D865723 | Cho | Nov 2019 | S |
10566008 | Thorpe | Feb 2020 | B2 |
10602267 | Grosche | Mar 2020 | B2 |
D883952 | Lucas | May 2020 | S |
10650797 | Kumar | May 2020 | B2 |
D888020 | Lyu | Jun 2020 | S |
10728653 | Graham | Jul 2020 | B2 |
D900070 | Lantz | Oct 2020 | S |
D900071 | Lantz | Oct 2020 | S |
D900072 | Lantz | Oct 2020 | S |
D900073 | Lantz | Oct 2020 | S |
D900074 | Lantz | Oct 2020 | S |
10827263 | Christoph | Nov 2020 | B2 |
10863270 | O′Neill et al. | Dec 2020 | B1 |
10930297 | Christoph | Feb 2021 | B2 |
10959018 | Shi | Mar 2021 | B1 |
10979805 | Chowdhary | Apr 2021 | B2 |
10979806 | Johnson | Apr 2021 | B1 |
D924189 | Park | Jul 2021 | S |
11109133 | Lantz | Aug 2021 | B2 |
D940116 | Cho | Jan 2022 | S |
11218802 | Kandadai | Jan 2022 | B1 |
20010031058 | Anderson | Oct 2001 | A1 |
20020015500 | Belt | Feb 2002 | A1 |
20020041679 | Beaucoup | Apr 2002 | A1 |
20020048377 | Vaudrey | Apr 2002 | A1 |
20020064158 | Yokoyama | May 2002 | A1 |
20020064287 | Kawamura | May 2002 | A1 |
20020069054 | Arrowood | Jun 2002 | A1 |
20020110255 | Killion | Aug 2002 | A1 |
20020126861 | Colby | Sep 2002 | A1 |
20020131580 | Smith | Sep 2002 | A1 |
20020140633 | Rafii | Oct 2002 | A1 |
20020146282 | Wilkes | Oct 2002 | A1 |
20020149070 | Sheplak | Oct 2002 | A1 |
20020159603 | Hirai | Oct 2002 | A1 |
20030026437 | Janse | Feb 2003 | A1 |
20030053639 | Beaucoup | Mar 2003 | A1 |
20030059061 | Tsuji | Mar 2003 | A1 |
20030063762 | Tajima | Apr 2003 | A1 |
20030063768 | Cornelius | Apr 2003 | A1 |
20030072461 | Moorer | Apr 2003 | A1 |
20030107478 | Hendricks | Jun 2003 | A1 |
20030118200 | Beaucoup | Jun 2003 | A1 |
20030122777 | Grover | Jul 2003 | A1 |
20030138119 | Pocino | Jul 2003 | A1 |
20030156725 | Boone | Aug 2003 | A1 |
20030161485 | Smith | Aug 2003 | A1 |
20030163326 | Maase | Aug 2003 | A1 |
20030169888 | Subotic | Sep 2003 | A1 |
20030185404 | Milsap | Oct 2003 | A1 |
20030198339 | Roy | Oct 2003 | A1 |
20030198359 | Killion | Oct 2003 | A1 |
20030202107 | Slattery | Oct 2003 | A1 |
20040013038 | Kajala | Jan 2004 | A1 |
20040013252 | Craner | Jan 2004 | A1 |
20040076305 | Santiago | Apr 2004 | A1 |
20040105557 | Matsuo | Jun 2004 | A1 |
20040125942 | Beaucoup | Jul 2004 | A1 |
20040175006 | Kim | Sep 2004 | A1 |
20040202345 | Stenberg | Oct 2004 | A1 |
20040240664 | Freed | Dec 2004 | A1 |
20050005494 | Way | Jan 2005 | A1 |
20050041530 | Goudie | Feb 2005 | A1 |
20050069156 | Haapapuro | Mar 2005 | A1 |
20050094580 | Kumar | May 2005 | A1 |
20050094795 | Rambo | May 2005 | A1 |
20050149320 | Kajala | Jul 2005 | A1 |
20050157897 | Saltykov | Jul 2005 | A1 |
20050175189 | Lee | Aug 2005 | A1 |
20050175190 | Tashev | Aug 2005 | A1 |
20050213747 | Popovich | Sep 2005 | A1 |
20050221867 | Zurek | Oct 2005 | A1 |
20050238196 | Furuno | Oct 2005 | A1 |
20050270906 | Ramenzoni | Dec 2005 | A1 |
20050271221 | Cerwin | Dec 2005 | A1 |
20050286698 | Bathurst | Dec 2005 | A1 |
20050286729 | Harwood | Dec 2005 | A1 |
20060083390 | Kaderavek | Apr 2006 | A1 |
20060088173 | Rodman | Apr 2006 | A1 |
20060093128 | Oxford | May 2006 | A1 |
20060098403 | Smith | May 2006 | A1 |
20060104458 | Kenoyer | May 2006 | A1 |
20060109983 | Young | May 2006 | A1 |
20060151256 | Lee | Jul 2006 | A1 |
20060159293 | Azima | Jul 2006 | A1 |
20060161430 | Schweng | Jul 2006 | A1 |
20060165242 | Miki | Jul 2006 | A1 |
20060192976 | Hall | Aug 2006 | A1 |
20060198541 | Henry | Sep 2006 | A1 |
20060204022 | Hooley | Sep 2006 | A1 |
20060215866 | Francisco | Sep 2006 | A1 |
20060222187 | Jarrett | Oct 2006 | A1 |
20060233353 | Beaucoup | Oct 2006 | A1 |
20060239471 | Mao | Oct 2006 | A1 |
20060262942 | Oxford | Nov 2006 | A1 |
20060269080 | Oxford | Nov 2006 | A1 |
20060269086 | Page | Nov 2006 | A1 |
20060280318 | Warren | Dec 2006 | A1 |
20070006474 | Taniguchi | Jan 2007 | A1 |
20070009116 | Reining | Jan 2007 | A1 |
20070019828 | Hughes | Jan 2007 | A1 |
20070019829 | Yonehara | Jan 2007 | A1 |
20070053524 | Haulick | Mar 2007 | A1 |
20070093714 | Beaucoup | Apr 2007 | A1 |
20070110257 | Dedieu | May 2007 | A1 |
20070116255 | Derkx | May 2007 | A1 |
20070120029 | Keung | May 2007 | A1 |
20070165871 | Roovers | Jul 2007 | A1 |
20070230712 | Belt | Oct 2007 | A1 |
20070253561 | Williams | Nov 2007 | A1 |
20070269066 | Derleth | Nov 2007 | A1 |
20080008339 | Ryan | Jan 2008 | A1 |
20080033723 | Jang | Feb 2008 | A1 |
20080046235 | Chen | Feb 2008 | A1 |
20080056517 | Algazi | Mar 2008 | A1 |
20080101622 | Sugiyama | May 2008 | A1 |
20080130907 | Sudo | Jun 2008 | A1 |
20080144848 | Buck | Jun 2008 | A1 |
20080152167 | Taenzer | Jun 2008 | A1 |
20080168283 | Penning | Jul 2008 | A1 |
20080188965 | Bruey | Aug 2008 | A1 |
20080212805 | Fincham | Sep 2008 | A1 |
20080232607 | Tashev | Sep 2008 | A1 |
20080247567 | Kjolerbakken | Oct 2008 | A1 |
20080253553 | Li | Oct 2008 | A1 |
20080253589 | Trahms | Oct 2008 | A1 |
20080259731 | Happonen | Oct 2008 | A1 |
20080260175 | Elko | Oct 2008 | A1 |
20080267422 | Cox | Oct 2008 | A1 |
20080279400 | Knoll | Nov 2008 | A1 |
20080285772 | Haulick | Nov 2008 | A1 |
20090003586 | Lai | Jan 2009 | A1 |
20090030536 | Gur | Jan 2009 | A1 |
20090052684 | Ishibashi | Feb 2009 | A1 |
20090086998 | Jeong | Apr 2009 | A1 |
20090087000 | Ko | Apr 2009 | A1 |
20090087001 | Jiang | Apr 2009 | A1 |
20090094817 | Killion | Apr 2009 | A1 |
20090129609 | Oh | May 2009 | A1 |
20090147967 | Ishibashi | Jun 2009 | A1 |
20090150149 | Cutter | Jun 2009 | A1 |
20090161880 | Hooley | Jun 2009 | A1 |
20090169027 | Ura | Jul 2009 | A1 |
20090173030 | Gulbrandsen | Jul 2009 | A1 |
20090173570 | Levit | Jul 2009 | A1 |
20090226004 | Sorensen | Sep 2009 | A1 |
20090233545 | Sutskover | Sep 2009 | A1 |
20090237561 | Kobayashi | Sep 2009 | A1 |
20090254340 | Sun | Oct 2009 | A1 |
20090274318 | Ishibashi | Nov 2009 | A1 |
20090310794 | Ishibashi | Dec 2009 | A1 |
20100011644 | Kramer | Jan 2010 | A1 |
20100034397 | Nakadai | Feb 2010 | A1 |
20100074433 | Zhang | Mar 2010 | A1 |
20100111323 | Marton | May 2010 | A1 |
20100111324 | Yeldener | May 2010 | A1 |
20100119097 | Ohtsuka | May 2010 | A1 |
20100123785 | Chen | May 2010 | A1 |
20100128892 | Chen | May 2010 | A1 |
20100128901 | Herman | May 2010 | A1 |
20100131749 | Kim | May 2010 | A1 |
20100142721 | Wada | Jun 2010 | A1 |
20100142732 | Craven | Jun 2010 | A1 |
20100150364 | Buck | Jun 2010 | A1 |
20100158268 | Marton | Jun 2010 | A1 |
20100165071 | Ishibashi | Jul 2010 | A1 |
20100166219 | Marton | Jul 2010 | A1 |
20100189275 | Christoph | Jul 2010 | A1 |
20100189299 | Grant | Jul 2010 | A1 |
20100202628 | Meyer | Aug 2010 | A1 |
20100208605 | Wang | Aug 2010 | A1 |
20100215184 | Buck | Aug 2010 | A1 |
20100215189 | Marton | Aug 2010 | A1 |
20100217590 | Nemer | Aug 2010 | A1 |
20100245624 | Beaucoup | Sep 2010 | A1 |
20100246873 | Chen | Sep 2010 | A1 |
20100284185 | Ngai | Nov 2010 | A1 |
20100305728 | Aiso | Dec 2010 | A1 |
20100314513 | Evans | Dec 2010 | A1 |
20110002469 | Ojala | Jan 2011 | A1 |
20110007921 | Stewart | Jan 2011 | A1 |
20110033063 | McGrath | Feb 2011 | A1 |
20110038229 | Beaucoup | Feb 2011 | A1 |
20110096136 | Liu | Apr 2011 | A1 |
20110096631 | Kondo | Apr 2011 | A1 |
20110096915 | Nemer | Apr 2011 | A1 |
20110164761 | McCowan | Jul 2011 | A1 |
20110194719 | Frater | Aug 2011 | A1 |
20110211706 | Tanaka | Sep 2011 | A1 |
20110235821 | Okita | Sep 2011 | A1 |
20110268287 | Ishibashi | Nov 2011 | A1 |
20110311064 | Teutsch | Dec 2011 | A1 |
20110311085 | Stewart | Dec 2011 | A1 |
20110317862 | Hosoe | Dec 2011 | A1 |
20120002835 | Stewart | Jan 2012 | A1 |
20120014049 | Ogle | Jan 2012 | A1 |
20120027227 | Kok | Feb 2012 | A1 |
20120070015 | Oh | Mar 2012 | A1 |
20120076316 | Zhu | Mar 2012 | A1 |
20120080260 | Stewart | Apr 2012 | A1 |
20120093344 | Sun | Apr 2012 | A1 |
20120117474 | Miki | May 2012 | A1 |
20120128160 | Kim | May 2012 | A1 |
20120128175 | Visser | May 2012 | A1 |
20120155688 | Wilson | Jun 2012 | A1 |
20120155703 | Hernandez-Abrego | Jun 2012 | A1 |
20120163625 | Siotis | Jun 2012 | A1 |
20120169826 | Jeong | Jul 2012 | A1 |
20120177219 | Mullen | Jul 2012 | A1 |
20120182429 | Forutanpour | Jul 2012 | A1 |
20120207335 | Spaanderman | Aug 2012 | A1 |
20120224709 | Keddem | Sep 2012 | A1 |
20120243698 | Elko | Sep 2012 | A1 |
20120262536 | Chen | Oct 2012 | A1 |
20120275621 | Elko | Nov 2012 | A1 |
20120288079 | Burnett | Nov 2012 | A1 |
20120288114 | Duraiswami | Nov 2012 | A1 |
20120294472 | Hudson | Nov 2012 | A1 |
20120327115 | Chhetri | Dec 2012 | A1 |
20120328142 | Horibe | Dec 2012 | A1 |
20130002797 | Thapa | Jan 2013 | A1 |
20130004013 | Stewart | Jan 2013 | A1 |
20130015014 | Stewart | Jan 2013 | A1 |
20130016847 | Steiner | Jan 2013 | A1 |
20130028451 | De Roo | Jan 2013 | A1 |
20130029684 | Kawaguchi | Jan 2013 | A1 |
20130034241 | Pandey | Feb 2013 | A1 |
20130039504 | Pandey | Feb 2013 | A1 |
20130083911 | Bathurst | Apr 2013 | A1 |
20130094689 | Tanaka | Apr 2013 | A1 |
20130101141 | McElveen | Apr 2013 | A1 |
20130121498 | Giesbrecht | May 2013 | A1 |
20130136274 | Aehgren | May 2013 | A1 |
20130142343 | Matsui | Jun 2013 | A1 |
20130147835 | Lee | Jun 2013 | A1 |
20130156198 | Kim | Jun 2013 | A1 |
20130182190 | McCartney | Jul 2013 | A1 |
20130206501 | Yu | Aug 2013 | A1 |
20130216066 | Yerrace | Aug 2013 | A1 |
20130226593 | Magnusson | Aug 2013 | A1 |
20130251181 | Stewart | Sep 2013 | A1 |
20130264144 | Hudson | Oct 2013 | A1 |
20130271559 | Feng | Oct 2013 | A1 |
20130294616 | Mulder | Nov 2013 | A1 |
20130297302 | Pan | Nov 2013 | A1 |
20130304476 | Kim | Nov 2013 | A1 |
20130304479 | Teller | Nov 2013 | A1 |
20130329908 | Lindahl | Dec 2013 | A1 |
20130332156 | Tackin | Dec 2013 | A1 |
20130336516 | Stewart | Dec 2013 | A1 |
20130343549 | Vemireddy | Dec 2013 | A1 |
20140003635 | Mohammad | Jan 2014 | A1 |
20140010383 | Mackey | Jan 2014 | A1 |
20140016794 | Lu | Jan 2014 | A1 |
20140029761 | Maenpaa | Jan 2014 | A1 |
20140037097 | Labosco | Feb 2014 | A1 |
20140050332 | Nielsen | Feb 2014 | A1 |
20140072151 | Ochs | Mar 2014 | A1 |
20140098233 | Martin | Apr 2014 | A1 |
20140098964 | Rosca | Apr 2014 | A1 |
20140122060 | Kaszczuk | May 2014 | A1 |
20140177857 | Kuster | Jun 2014 | A1 |
20140233777 | Tseng | Aug 2014 | A1 |
20140233778 | Hardiman | Aug 2014 | A1 |
20140264654 | Salmon | Sep 2014 | A1 |
20140265774 | Stewart | Sep 2014 | A1 |
20140270271 | Dehe | Sep 2014 | A1 |
20140286518 | Stewart | Sep 2014 | A1 |
20140295768 | Wu | Oct 2014 | A1 |
20140301586 | Stewart | Oct 2014 | A1 |
20140307882 | Leblanc | Oct 2014 | A1 |
20140314251 | Rosca | Oct 2014 | A1 |
20140341392 | Lambert | Nov 2014 | A1 |
20140357177 | Stewart | Dec 2014 | A1 |
20140363008 | Chen | Dec 2014 | A1 |
20150003638 | Kasai | Jan 2015 | A1 |
20150024799 | Swanson | Jan 2015 | A1 |
20150025878 | Gowreesunker | Jan 2015 | A1 |
20150030172 | Gaensler | Jan 2015 | A1 |
20150033042 | Iwamoto | Jan 2015 | A1 |
20150050967 | Bao | Feb 2015 | A1 |
20150055796 | Nugent | Feb 2015 | A1 |
20150055797 | Nguyen | Feb 2015 | A1 |
20150063579 | Bao | Mar 2015 | A1 |
20150070188 | Aramburu | Mar 2015 | A1 |
20150078581 | Etter | Mar 2015 | A1 |
20150078582 | Graham | Mar 2015 | A1 |
20150097719 | Balachandreswaran | Apr 2015 | A1 |
20150104023 | Bilobrov | Apr 2015 | A1 |
20150117672 | Christoph | Apr 2015 | A1 |
20150118960 | Petit | Apr 2015 | A1 |
20150126255 | Yang | May 2015 | A1 |
20150156578 | Alexandridis | Jun 2015 | A1 |
20150163577 | Benesty | Jun 2015 | A1 |
20150185825 | Mullins | Jul 2015 | A1 |
20150189423 | Giannuzzi | Jul 2015 | A1 |
20150208171 | Funakoshi | Jul 2015 | A1 |
20150237424 | Wilker | Aug 2015 | A1 |
20150281832 | Kishimoto | Oct 2015 | A1 |
20150281833 | Shigenaga | Oct 2015 | A1 |
20150281834 | Takano | Oct 2015 | A1 |
20150312662 | Kishimoto | Oct 2015 | A1 |
20150312691 | Virolainen | Oct 2015 | A1 |
20150326968 | Shigenaga | Nov 2015 | A1 |
20150341734 | Sherman | Nov 2015 | A1 |
20150350621 | Sawa | Dec 2015 | A1 |
20150358734 | Butler | Dec 2015 | A1 |
20160011851 | Zhang | Jan 2016 | A1 |
20160021478 | Katagiri | Jan 2016 | A1 |
20160029120 | Nesta | Jan 2016 | A1 |
20160031700 | Sparks | Feb 2016 | A1 |
20160037277 | Matsumoto | Feb 2016 | A1 |
20160055859 | Finlow-Bates | Feb 2016 | A1 |
20160080867 | Nugent | Mar 2016 | A1 |
20160088392 | Huttunen | Mar 2016 | A1 |
20160100092 | Bohac | Apr 2016 | A1 |
20160105473 | Klingbeil | Apr 2016 | A1 |
20160111109 | Tsujikawa | Apr 2016 | A1 |
20160127527 | Mani | May 2016 | A1 |
20160134928 | Ogle | May 2016 | A1 |
20160142548 | Pandey | May 2016 | A1 |
20160142814 | Deroo | May 2016 | A1 |
20160142815 | Norris | May 2016 | A1 |
20160148057 | Oh | May 2016 | A1 |
20160150315 | Tzirkel-Hancock | May 2016 | A1 |
20160150316 | Kubota | May 2016 | A1 |
20160155455 | Ojanperä | Jun 2016 | A1 |
20160165340 | Benattar | Jun 2016 | A1 |
20160173976 | Podhradsky | Jun 2016 | A1 |
20160173978 | Li | Jun 2016 | A1 |
20160189727 | Wu | Jun 2016 | A1 |
20160192068 | Ng | Jun 2016 | A1 |
20160196836 | Yu | Jul 2016 | A1 |
20160234593 | Matsumoto | Aug 2016 | A1 |
20160245698 | Pau | Aug 2016 | A1 |
20160275961 | Yu | Sep 2016 | A1 |
20160295279 | Srinivasan | Oct 2016 | A1 |
20160300584 | Pandey | Oct 2016 | A1 |
20160302002 | Lambert | Oct 2016 | A1 |
20160302006 | Pandey | Oct 2016 | A1 |
20160323667 | Shumard | Nov 2016 | A1 |
20160323668 | Abraham | Nov 2016 | A1 |
20160330545 | McElveen | Nov 2016 | A1 |
20160337523 | Pandey | Nov 2016 | A1 |
20160353200 | Bigeh | Dec 2016 | A1 |
20160357508 | Moore | Dec 2016 | A1 |
20170019744 | Matsumoto | Jan 2017 | A1 |
20170064451 | Park | Mar 2017 | A1 |
20170105066 | McLaughlin | Apr 2017 | A1 |
20170134849 | Pandey | May 2017 | A1 |
20170134850 | Graham | May 2017 | A1 |
20170164101 | Rollow, IV | Jun 2017 | A1 |
20170180861 | Chen | Jun 2017 | A1 |
20170206064 | Breazeal | Jul 2017 | A1 |
20170230748 | Shumard | Aug 2017 | A1 |
20170264999 | Fukuda | Sep 2017 | A1 |
20170295429 | Poletti | Oct 2017 | A1 |
20170303887 | Richmond | Oct 2017 | A1 |
20170308352 | Kessler | Oct 2017 | A1 |
20170374454 | Bernardini | Dec 2017 | A1 |
20180083848 | Siddiqi | Mar 2018 | A1 |
20180102136 | Ebenezer | Apr 2018 | A1 |
20180109873 | Xiang | Apr 2018 | A1 |
20180115799 | Thiele | Apr 2018 | A1 |
20180160224 | Graham | Jun 2018 | A1 |
20180196585 | Densham | Jul 2018 | A1 |
20180219922 | Bryans | Aug 2018 | A1 |
20180227666 | Barnett | Aug 2018 | A1 |
20180292079 | Branham | Oct 2018 | A1 |
20180310096 | Shumard | Oct 2018 | A1 |
20180313558 | Byers | Nov 2018 | A1 |
20180338205 | Abraham | Nov 2018 | A1 |
20180359565 | Kim | Dec 2018 | A1 |
20190014399 | Sano | Jan 2019 | A1 |
20190042187 | Truong | Feb 2019 | A1 |
20190069086 | Chen | Feb 2019 | A1 |
20190166424 | Harney | May 2019 | A1 |
20190182607 | Pedersen | Jun 2019 | A1 |
20190215540 | Nicol | Jul 2019 | A1 |
20190230436 | Tsingos | Jul 2019 | A1 |
20190259408 | Freeman | Aug 2019 | A1 |
20190268683 | Miyahara | Aug 2019 | A1 |
20190295540 | Grima | Sep 2019 | A1 |
20190295569 | Wang | Sep 2019 | A1 |
20190319677 | Hansen | Oct 2019 | A1 |
20190371354 | Lester | Dec 2019 | A1 |
20190373362 | Ansai | Dec 2019 | A1 |
20190385629 | Moravy | Dec 2019 | A1 |
20190387311 | Schultz | Dec 2019 | A1 |
20200015021 | Leppanen | Jan 2020 | A1 |
20200021910 | Rollow, IV | Jan 2020 | A1 |
20200037068 | Barnett | Jan 2020 | A1 |
20200068297 | Rollow, IV | Feb 2020 | A1 |
20200100009 | Lantz | Mar 2020 | A1 |
20200100025 | Shumard | Mar 2020 | A1 |
20200107137 | Koutrouli | Apr 2020 | A1 |
20200137485 | Yamakawa | Apr 2020 | A1 |
20200145753 | Rollow, IV | May 2020 | A1 |
20200152218 | Kikuhara | May 2020 | A1 |
20200162618 | Enteshari | May 2020 | A1 |
20200228663 | Wells-Rutherford | Jul 2020 | A1 |
20200251119 | Yang | Aug 2020 | A1 |
20200275204 | Labosco | Aug 2020 | A1 |
20200278043 | Cao | Sep 2020 | A1 |
20200288237 | Abraham | Sep 2020 | A1 |
20200329308 | Tateishi | Oct 2020 | A1 |
20210012789 | Husain | Jan 2021 | A1 |
20210021940 | Petersen | Jan 2021 | A1 |
20210044881 | Lantz | Feb 2021 | A1 |
20210051397 | Veselinovic | Feb 2021 | A1 |
20210098014 | Tanaka | Apr 2021 | A1 |
20210098015 | Pandey | Apr 2021 | A1 |
20210120335 | Veselinovic | Apr 2021 | A1 |
20210200504 | Park | Jul 2021 | A1 |
20210289291 | Craven | Sep 2021 | A1 |
20210375298 | Zhang | Dec 2021 | A1 |
Number | Date | Country |
---|---|---|
2359771 | Apr 2003 | CA |
2475283 | Jan 2005 | CA |
2505496 | Oct 2006 | CA |
2838856 | Dec 2012 | CA |
2846323 | Sep 2014 | CA |
1780495 | May 2006 | CN |
101217830 | Jul 2008 | CN |
101833954 | Sep 2010 | CN |
101860776 | Oct 2010 | CN |
101894558 | Nov 2010 | CN |
102646418 | Aug 2012 | CN |
102821336 | Dec 2012 | CN |
102833664 | Dec 2012 | CN |
102860039 | Jan 2013 | CN |
104036784 | Sep 2014 | CN |
104053088 | Sep 2014 | CN |
104080289 | Oct 2014 | CN |
104347076 | Feb 2015 | CN |
104581463 | Apr 2015 | CN |
105355210 | Feb 2016 | CN |
105548998 | May 2016 | CN |
106162427 | Nov 2016 | CN |
106251857 | Dec 2016 | CN |
106851036 | Jun 2017 | CN |
107221336 | Sep 2017 | CN |
107534725 | Jan 2018 | CN |
108172235 | Jun 2018 | CN |
109087664 | Dec 2018 | CN |
208190895 | Dec 2018 | CN |
208462000 | Feb 2019 | CN |
109727604 | May 2019 | CN |
110010147 | Jul 2019 | CN |
306391029 | Mar 2021 | CN |
2941485 | Apr 1981 | DE |
0077546430001 | Mar 2020 | EM |
0381498 | Aug 1990 | EP |
0594098 | Apr 1994 | EP |
0869697 | Oct 1998 | EP |
1180914 | Feb 2002 | EP |
1184676 | Mar 2002 | EP |
0944228 | Jun 2003 | EP |
1439526 | Jul 2004 | EP |
1651001 | Apr 2006 | EP |
1727344 | Nov 2006 | EP |
1906707 | Apr 2008 | EP |
1952393 | Aug 2008 | EP |
1962547 | Aug 2008 | EP |
2133867 | Dec 2009 | EP |
2159789 | Mar 2010 | EP |
2197219 | Jun 2010 | EP |
2360940 | Aug 2011 | EP |
2710788 | Mar 2014 | EP |
2721837 | Apr 2014 | EP |
2772910 | Sep 2014 | EP |
2778310 | Sep 2014 | EP |
2942975 | Nov 2015 | EP |
2988527 | Feb 2016 | EP |
3131311 | Feb 2017 | EP |
2393601 | Mar 2004 | GB |
2446620 | Aug 2008 | GB |
S63144699 | Jun 1988 | JP |
H01260967 | Oct 1989 | JP |
H0241099 | Feb 1990 | JP |
H05260589 | Oct 1993 | JP |
H07336790 | Dec 1995 | JP |
3175622 | Jun 2001 | JP |
2003060530 | Feb 2003 | JP |
2003087890 | Mar 2003 | JP |
2004349806 | Dec 2004 | JP |
2004537232 | Dec 2004 | JP |
2005323084 | Nov 2005 | JP |
2006094389 | Apr 2006 | JP |
2006101499 | Apr 2006 | JP |
4120646 | Aug 2006 | JP |
4258472 | Aug 2006 | JP |
4196956 | Sep 2006 | JP |
2006340151 | Dec 2006 | JP |
4760160 | Jan 2007 | JP |
4752403 | Mar 2007 | JP |
2007089058 | Apr 2007 | JP |
4867579 | Jun 2007 | JP |
2007208503 | Aug 2007 | JP |
2007228069 | Sep 2007 | JP |
2007228070 | Sep 2007 | JP |
2007274131 | Oct 2007 | JP |
2007274463 | Oct 2007 | JP |
2007288679 | Nov 2007 | JP |
2008005347 | Jan 2008 | JP |
2008042754 | Feb 2008 | JP |
2008154056 | Jul 2008 | JP |
2008259022 | Oct 2008 | JP |
2008263336 | Oct 2008 | JP |
2008312002 | Dec 2008 | JP |
2009206671 | Sep 2009 | JP |
2010028653 | Feb 2010 | JP |
2010114554 | May 2010 | JP |
2010268129 | Nov 2010 | JP |
2011015018 | Jan 2011 | JP |
4779748 | Sep 2011 | JP |
2012165189 | Aug 2012 | JP |
5028944 | Sep 2012 | JP |
5139111 | Feb 2013 | JP |
5306565 | Oct 2013 | JP |
5685173 | Mar 2015 | JP |
2016051038 | Apr 2016 | JP |
100298300 | May 2001 | KR |
100901464 | Jun 2009 | KR |
100960781 | Jun 2010 | KR |
1020130033723 | Apr 2013 | KR |
300856915 | May 2016 | KR |
201331932 | Aug 2013 | TW |
1484478 | May 2015 | TW |
1997008896 | Mar 1997 | WO |
1998047291 | Oct 1998 | WO |
2000030402 | May 2000 | WO |
2003073786 | Sep 2003 | WO |
2003088429 | Oct 2003 | WO |
2004027754 | Apr 2004 | WO |
2004090865 | Oct 2004 | WO |
2006049260 | May 2006 | WO |
2006071119 | Jul 2006 | WO |
2006114015 | Nov 2006 | WO |
2006121896 | Nov 2006 | WO |
2007045971 | Apr 2007 | WO |
2008074249 | Jun 2008 | WO |
2008125523 | Oct 2008 | WO |
2009039783 | Apr 2009 | WO |
2009109069 | Sep 2009 | WO |
2010001508 | Jan 2010 | WO |
2010091999 | Aug 2010 | WO |
2010140084 | Dec 2010 | WO |
2010144148 | Dec 2010 | WO |
2011104501 | Sep 2011 | WO |
2012122132 | Sep 2012 | WO |
2012140435 | Oct 2012 | WO |
2012160459 | Nov 2012 | WO |
2012174159 | Dec 2012 | WO |
2013016986 | Feb 2013 | WO |
2013182118 | Dec 2013 | WO |
2014156292 | Oct 2014 | WO |
2016176429 | Nov 2016 | WO |
2016179211 | Nov 2016 | WO |
2017208022 | Dec 2017 | WO |
2018140444 | Aug 2018 | WO |
2018140618 | Aug 2018 | WO |
2018211806 | Nov 2018 | WO |
2019231630 | Dec 2019 | WO |
WO-2020053601 | Mar 2020 | WO |
2020168873 | Aug 2020 | WO |
2020191354 | Sep 2020 | WO |
211843001 | Nov 2020 | WO |
Entry |
---|
Stergiopoulos, Advanced Beamformers (Year: 2008). |
Ryan, Optimum Near Field Response for microphone arrays (Year: 2000). |
Ser, Self calibration based robust near field adaptive beamforming for microphone arrays (Year: 2007). |
Canetto, et al., “Speech Enhancement Systems Based on Microphone Arrays,” VI Conference of the Italian Society for Applied and Industrial Mathematics, May 27, 2002, 9 pp. |
International Search Report and Written Opinion for PCT/US2020/058385 dated Mar. 31, 2021, 20 pp. |
“Philips Hue Bulbs and Wireless Connected Lighting System,” Web page https://www.philips-hue.com/en-in, 8 pp, Sep. 23, 2020, retrieved from Internet Archive Wayback Machine, <https://web.archive.org/web/20200923171037/https://www.philips-hue.com/en-in> on Sep. 27, 2021. |
“Vsa 2050 II Digitally Steerable col. Speaker,” Web page https://www.rcf.it/en_US/products/product-detail/vsa-2050-ii/972389, 15 pages, Dec. 24, 2018. |
Advanced Network Devices, IPSCM Ceiling Tile IP Speaker, Feb. 2011, 2 pgs. |
Advanced Network Devices, IPSCM Standard 2′ by 2′ Ceiling Tile Speaker, 2 pgs. |
Affes, et al., “A Signal Subspace Tracking Algorithm for Microphone Array Processing of Speech,” IEEE Trans. on Speech and Audio Processing, vol. 5, No. 5, Sep. 1997, pp. 425-437. |
Affes, et al., “A Source Subspace Tracking Array of Microphones for Double Talk Situations,” 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings, May 1996, pp. 909-912. |
Affes, et al., “An Algorithm for Multisource Beamforming and Multitarget Tracking,” IEEE Trans. on Signal Processing, vol. 44, No. 6, Jun. 1996, pp. 1512-1522. |
Affes, et al., “Robust Adaptive Beamforming via LMS-Like Target Tracking,” Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing, Apr. 1994, pp. IV-269-IV-272. |
Ahonen, et al., “Directional Analysis of Sound Field with Linear Microphone Array and Applications in Sound Reproduction,” Audio Engineering Socity, Convention Paper 7329, May 2008, 11 pp. |
Alarifi, et al., “Ultra Wideband Indoor Positioning Technologies: Analysis and Recent Advances,” Sensors 2016, vol. 16, No. 707, 36 pp. |
Amazon webpage for Metalfab MFLCRFG (last visited Apr. 22, 2020) available at <https://www.amazon.com/RETURN-FILTERGRILLE-Drop-Ceiling/dp/B0064Q9A7I/ref=sr 12?dchild=1&keywords=drop+ceiling+return+air+grille&qid=1585862723&s=hi&sr=1-2>, 11 pp. |
Armstrong “Walls” Catalog available at <https://www.armstrongceilings.com/content/dam/armstrongceilings/commercial/north-america/catalogs/armstrong-ceilings-wallsspecifiers-reference.pdf>, 2019, 30 pp. |
Armstrong Tectum Ceiling & Wall Panels Catalog available at <https://www.armstrongceilings.com/content/dam/armstrongceilings/commercial/north-america/brochures/tectum-brochure.pdf>, 2019, 16 pp. |
Armstrong Woodworks Concealed Catalog available at <https://sweets.construction.com/swts_content_files/3824/442581.pdf>, 2014, 6 pp. |
Armstrong Woodworks Walls Catalog available at <https://www.armstrongceilings.com/pdbupimagesclg/220600.pdf/download/data-sheet-woodworks-walls.pdf>, 2019, 2 pp. |
Armstrong World Industries, Inc., I-Ceilings Sound Systems Speaker Panels, 2002, 4 pgs. |
Armstrong, Acoustical Design: Exposed Structure, available at <https://www.armstrongceilings.com/pdbupimagesclg/217142.pdf/download/acoustical-design-exposed-structurespaces-brochure.pdf>, 2018, 19 pp. |
Armstrong, Ceiling Systems, Brochure page for Armstrong Softlook, 1995, 2 pp. |
Armstrong, Excerpts from Armstrong 2011-2012 Ceiling Wall Systems Catalog, available at <https://web.archive.org/web/20121116034120/http://www.armstrong.com/commceilingsna/en_us/pdf/ceilings_catalog_screen-2011.pdf>, as early as 2012, 162 pp. |
Armstrong, i-Ceilings, Brochure, 2009, 12 pp. |
Arnold, et al., “A Directional Acoustic Array Using Silicon Micromachined Piezoresistive Microphones,” Journal of the Acoustical Society of America, 113(1), Jan. 2003, 10 pp. |
Atlas Sound, I128SYSM IP Compliant Loudspeaker System with Microphone Data Sheet, 2009, 2 pgs. |
Atlas Sound, 1′X2′ IP Speaker with Micophone for Suspended Ceiling Systems, https://www.atlasied.com/i128sysm, retrieved Oct. 25, 2017, 5 pgs. |
Audio Technica, ES945 Omnidirectional Condenser Boundary Microphones, https://eu.audio-technica.com/resources/ES945%20Specifications.pdf, 2007, 1 pg. |
Audix Microphones, Audix Introduces Innovative Ceiling Mics, http://audixusa.com/docs_12/latest_news/EFplFkAAkIOtSdolke.shtml, Jun. 2011, 6 pgs. |
Audix Microphones, M70 Flush Mount Ceiling Mic, May 2016, 2 pgs. |
Automixer Gated, Information Sheet, MIT, Nov. 2019, 9 pp. |
Avnetwork, “Top Five Conference Room Mic Myths,” Feb. 25, 2015, 14 pp. |
Beh, et al., “Combining Acoustic Echo Cancellation and Adaptive Beamforming for Achieving Robust Speech Interface in Mobile Robot,” 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sep. 2008, pp. 1693-1698. |
Benesty, et al., “A New Class of Doubletalk Detectors Based on Cross-Correlation,” IEEE Transactions on Speech and Audio Processing, vol. 8, No. 2, Mar. 2000, pp. 168-172. |
Benesty, et al., “Adaptive Algorithms for Mimo Acoustic Echo Cancellation,” AI2 Allen Institute for Artifical Intelligence, 2003. |
Benesty, et al., “Differential Beamforming,” Fundamentals of Signal Enhancement and Array Signal Processing, First Edition, 2017, 39 pp. |
Benesty, et al., “Frequency-Domain Adaptive Filtering Revisited, Generalization to the Multi-Channel Case, and Application to Acoustic Echo Cancellation,” 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing Proceedings, Jun. 2000, pp. 789-792. |
Benesty, et al., “Microphone Array Signal Processing,” Springer, 2010, 20 pp. |
Berkun, et al., “Combined Beamformers for Robust Broadband Regularized Superdirective Beamforming,” IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 23, No. 5, May 2015, 10 pp. |
Beyer Dynamic, Classis BM 32-33-34 DE-EN-FR 2016, 1 pg. |
Beyer Dynamic, Classis-BM-33-PZ A1, 2013, 1 pg. |
Bno055, Intelligent 9-axis absolute orientation sensor, Data sheet, Bosch, Nov. 2020, 118 pp. |
Boyd, et al., Convex Optimization, Mar. 15, 1999, 216 pgs. |
Brandstein, et al., “Microphone Arrays: Signal Processing Techniques and Applications,” Digital Signal Processing, Springer-Verlag Berlin Heidelberg, 2001, 401 pgs. |
Brooks, et al., “A Quantitative Assessment of Group Delay Methods for Identifying Glottal Closures in Voiced Speech,” IEEE Transaction on Audio, Speech, and Language Processing, vol. 14, No. 2, Mar. 2006, 11 pp. |
Bruel & Kjaer, by J.J. Christensen and J. Hald, Technical Review: Beamforming, No. 1, 2004, 54 pgs. |
BSS Audio, Soundweb London Application Guides, 2010, 120 pgs. |
Buchner, et al., “An Acoustic Human-Machine Interface with Multi-Channel Sound Reproduction,” IEEE Fourth Workshop on Multimedia Signal Processing, Oct. 2001, pp. 359-364. |
Buchner, et al., “An Efficient Combination of Multi-Channel Acoustic Echo Cancellation with a Beamforming Microphone Array,” International Workshop on Hands-Free Speech Communication (HSC2001), Apr. 2001, pp. 55-58. |
Buchner, et al., “Full-Duplex Communication Systems Using Loudspeaker Arrays and Microphone Arrays,” IEEE International Conference on Multimedia and Expo, Aug. 2002, pp. 509-512. |
Buchner, et al., “Generalized Multichannel Frequency-Domain Adaptive Filtering: Efficient Realization and Application to Hands-Free Speech Communication,” Signal Processing 85, 2005, pp. 549-570. |
Buchner, et al., “Multichannel Frequency-Domain Adaptive Filtering with Application to Multichannel Acoustic Echo Cancellation,” Adaptive Signal Processing, 2003, pp. 95-128. |
Buck, “Aspects of First-Order Differential Microphone Arrays in the Presence of Sensor Imperfections,” Transactions on Emerging Telecommunications Technologies, 13.2, 2002, 8 pp. |
Buck, et al., “First Order Differential Microphone Arrays for Automotive Applications,” 7th International Workshop on Acoustic Echo and Noise Control, Darmstadt University of Technology, Sep. 10-13, 2001, 4 pp. |
Buck, et al., “Self-Calibrating Microphone Arrays for Speech Signal Acquisition: A Systematic Approach,” Signal Processing, vol. 86, 2006, pp. 1230-1238. |
Burton, et al., “A New Structure for Combining Echo Cancellation and Beamforming in Changing Acoustical Environments,” IEEE International Conference on Acoustics, Speech and Signal Processing, 2007, pp. 1-77-1-80. |
BZ-3a Installation Instructions, XEDIT Corporation, Available at <chrome-extension://efaidnbmnnnibpcajpcglclefindmkaj/viewer.html?pdfurl=https%3A%2F%2Fwww.servoreelers.com%2Fmt-content%2Fuploads%2F2017%2F05%2Fbz-a-3universal-2017c.pdf&clen=189067&chunk=true>, 1 p. |
Cabral, et al., Glottal Spectral Separation for Speech Synthesis, IEEE Journal of Selected Topics in Signal Processing, 2013, 15 pp. |
Campbell, “Adaptive Beamforming Using a Microphone Array for Hands-Free Telephony,” Virginia Polytechnic Institute and State University, Feb. 1999, 154 pgs. |
Cao, “Survey on Acoustic Vector Sensor and its Applications in Signal Processing” Proceedings of the 33rd Chinese Control Conference, Jul. 2014, 17 pp. |
Cech, et al., “Active-Speaker Detection and Localization with Microphones and Cameras Embedded into a Robotic Head,” IEEE-RAS International Conference on Humanoid Robots, Oct. 2013, pp. 203-210. |
Chan, et al., “Uniform Concentric Circular Arrays with Frequency-Invariant Characteristics-Theory, Design, Adaptive Beamforming and DOA Estimation,” IEEE Transactions on Signal Processing, vol. 55, No. 1, Jan. 2007, pp. 165-177. |
Chau, et al., “A Subband Beamformer on an Ultra Low-Power Miniature DSP Platform,” 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing, 4 pp. |
Chen, et al., “A General Approach to the Design and Implementation of Linear Differential Microphone Arrays,” Signal and Information Processing Association Annual Summit and Conference, 2013 Asia-Pacific, IEEE, 7 pp. |
Chen, et al., “Design and Implementation of Small Microphone Arrays,” PowerPoint Presentation, Northwestern Polytechnical University and Institut national de la recherche scientifique, Jan. 1, 2014, 56 pp. |
Chen, et al., “Design of Robust Broadband Beamformers with Passband Shaping Characteristics using Tikhonov Regularization,” IEEE Transactions on Audio, Speech, and Language Processing, vol. 17, No. 4, May 2009, pp. 565-681. |
Chou, “Frequency-Independent Beamformer with Low Response Error,” 1995 International Conference on Acoustics, Speech, and Signal Processing, pp. 2995-2998, May 9, 1995, 4 p. |
Chu, “Desktop Mic Array for Teleconferencing,” 1995 International Conference on Acoustics, Speech, and Signal Processing, May 1995, pp. 2999-3002. |
Circuit Specialists webpage for an aluminum enclosure, available at <https://www.circuitspecialists.com/metal-instrument-enclosure-la7.html?otaid=gpl&gclid=EAlalQobChMI2JTw-Ynm6AIVgbbICh3F4QKuEAkYBiABEgJZMPD_BWE>, 3 pp. |
ClearOne Introduces Ceiling Microphone Array With Built-In Dante Interface, Press Release; GlobeNewswire, Jan. 8, 2019, 2 pp. |
ClearOne Launches Second Generation of its Groundbreaking Beamforming Microphone Array, Press Release, Acquire Media, Jun. 1, 2016, 2 pp. |
ClearOne to Unveil Beamforming Microphone Array with Adaptive Steering and Next Generation Acoustic Echo Cancellation Technology, Press Release, InfoComm, Jun. 4, 2012, 1 p. |
Clearone, Clearly Speaking Blog, “Advanced Beamforming Microphone Array Technology for Corporate Conferencing Systems,” Nov. 11, 2013, 5 pp., http://www.clearone.com/blog/advanced-beamforming-microphone-array-technology-for-corporate-conferencing-systems/. |
Clearone, Beamforming Microphone Array, Mar. 2012, 6 pgs. |
Clearone, Ceiling Microphone Array Installation Manual, Jan. 9, 2012, 20 pgs. |
Clearone, Converge/Converge Pro, Manual, 2008, 51 pp. |
Clearone, Professional Conferencing Microphones, Brochure, Mar. 2015, 3 pp. |
Coleman, “Loudspeaker Array Processing for Personal Sound Zone Reproduction,” Centre for Vision, Speech and Signal Processing, 2014, 239 pp. |
Cook, et al., An Altemative Approach to Interpolated Array Processing for Uniform Circular Arrays, Asia-Pacific Conference on Circuits and Systems, 2002, pp. 411-414. |
Cox, et al., “Robust Adaptive Beamforming,” IEEE Trans. Acoust., Speech, and Signal Processing, vol. ASSP-35, No. 10, Oct. 1987, pp. 1365-1376. |
CTG Audio, Ceiling Microphone CTG CM-01, Jun. 5, 2008, 2 pgs. |
CTG Audio, CM-01 & CM-02 Ceiling Microphones Specifications, 2 pgs. |
CTG Audio, CM-01 & CM-02 Ceiling Microphones, 2017, 4 pgs. |
CTG Audio, CTG FS-400 and RS-800 with “Beamforming” Technology, Datasheet, As early as 2009, 2 pp. |
CTG Audio, CTG User Manual for the FS-400/800 Beamforming Mixers, Nov. 2008, 26 pp. |
CTG Audio, Expand Your IP Teleconferencing to Full Room Audio, Obtained from website htt. )://www ct audio com/ex and-, our-i-teleconforencino-to-ful-room-audio-while-conquennc.1-echo-cancelation-issues Mull, 2014. |
CTG Audio, Frequently Asked Questions, as early as 2009, 2 pp. |
CTG Audio, Installation Manual and User Guidelines for the Soundman SM 02 System, May 2001, 29 pp. |
CTG Audio, Installation Manual, Nov. 21, 2008, 25 pgs. |
CTG Audio, Introducing the CTG FS-400 and FS-800 with Beamforming Technology, as early as 2008, 2 pp. |
CTG Audio, Meeting the Demand for Ceiling Mics in the Enterprise 5 Best Practices, Brochure, 2012, 9 pp. |
CTG Audio, White on White—Introducing the CM-02 Ceiling Microphone, https://ctgaudio.com/white-on-white-introducing-the-cm-02-ceiling-microphone/, Feb. 20, 2014, 3 pgs. |
Dahl et al., Acoustic Echo Cancelling with Microphone Arrays, Research Report Mar. 1995, Univ. of Karlskrona/Ronneby, Apr. 1995, 64 pgs. |
Decawave, Application Note: APR001, UWB Regulations, a Summary of Worldwide Telecommunications Regulations governing the use of Ultra-Wideband radio, Version 1.2, 2015, 63 pp. |
Desiraju, et al., “Efficient Multi-Channel Acoustic Echo Cancellation Using Constrained Sparse Filter Updates in the Subband Domain,” Acoustic Speech Enhancement Research, Sep. 2014, 4 pp. |
Dibiase et al., Robust Localization in Reverberent Rooms, in Brandstein, ed., Microphone Arrays: Techniques and Applications, 2001, Springer-Verlag Berlin Heidelberg, pp. 157-180. |
Diethorn, “Audio Signal Processing For Next-Generation Multimedia Communication Systems,” Chapter 4, 2004, 9 pp. |
Digikey webpage for Converta box (last visited Apr. 22, 2020) <https://www.digikey.com/product-detail/en/bud-industries/CU-452-A/377-1969-ND/439257?utm_adgroup=Boxes&utm_source=google&utm_medium=cpc&utm_campaign=Shopping_Boxes%2C%20Enclosures%2C%20Racks_NEW&utm_term=&utm_content=Boxes&gclid=EAlalQobChMI2JTw-Ynm6AIVgbblCh3F4QKuEAkYCSABEgKybPD_BWE>, 3 pp. |
Digikey webpage for Pomona Box (last visited Apr. 22, 2020) available at <https://www.digikey.com/product-detail/en/pomonaelectronics/3306/501-2054-ND/736489>, 2 pp. |
Digital Wireless Conference System, MCW-D 50, Beyerdynamic Inc., 2009, 18 pp. |
Do et al., A Real-Time SRP-PHAT Source Location Implementation using Stochastic Region Contraction (SRC) on a Large-Aperture Microphone Array, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing—ICASSP '07, , Apr. 2007, pp. 1-121-1-124. |
Dominguez, et al., “Towards an Environmental Measurement Cloud: Delivering Pollution Awareness to the Public,” International Journal of Distributed Sensor Networks, vol. 10, Issue 3, Mar. 31, 2014, 17 pp. |
Dormehl, “HoloLens concept lets you control your smart home via augmented reality,” digitaltrends, Jul. 26, 2016, 12 pp. |
Double Condenser Microphone SM 69, Datasheet, Georg Neumann GmbH, available at <https://ende.neumann.com/product_files/7453/download>, 8 pp. |
Eargle, “The Microphone Handbook,” Elar Publ. Co., 1st ed., 1981, 4 pp. |
Enright, Notes From Logan, June edition of Scanlines, Jun. 2009, 9 pp. |
Fan, et al., “Localization Estimation of Sound Source by Microphones Array,” Procedia Engineering 7, 2010, pp. 312-317. |
Firoozabadi, et al., “Combination of Nested Microphone Array and Subband Processing for Multiple Simultaneous Speaker Localization,” 6th International Symposium on Telecommunications, Nov. 2012, pp. 907-912. |
Flanagan et al., Autodirective Microphone Systems, Acustica, vol. 73, 1991, pp. 58-71. |
Flanagan, et al., “Computer-Steered Microphone Arrays for Sound Transduction in Large Rooms,” J. Acoust. Soc. Am. 78 (5), Nov. 1985, pp. 1508-1518. |
Fohhn Audio New Generation of Beam Steering Systems Available Now, audioXpress Staff, May 10, 2017, 8 pp. |
Fox, et al., “A Subband Hybrid Beamforming for In-Car Speech Enhancement,” 20th European Signal rocessing Conference, Aug. 2012, 5 pp. |
Frost, III, An Algorithm for Linearly Constrained Adaptive Array Processing, Proc. IEEE, vol. 60, No. 8, Aug. 1972, pp. 926-935. |
Gannot et al., Signal Enhancement using Beamforming and Nonstationarity with Applications to Speech, IEEE Trans. on Signal Processing, vol. 49, No. 8, Aug. 2001, pp. 1614-1626. |
Gansler et al., A Double-Talk Detector Based on Coherence, IEEE Transactions on Communications, vol. 44, No. 11, Nov. 1996, pp. 1421-1427. |
Gazor et al., Robust Adaptive Beamforming via Target Tracking, IEEE Transactions on Signal Processing, vol. 44, No. 6, Jun. 1996, pp. 1589-1593. |
Gazor et al., Wideband Multi-Source Beamforming with Adaptive Array Location Calibration and Direction Finding, 1995 International Conference on Acoustics, Speech, and Signal Processing, May 1995, pp. 1904-1907. |
Gentner Communications Corp., AP400 Audio Perfect 400 Audioconferencing System Installation & Operation Manual, Nov. 1998, 80 pgs. |
Gentner Communications Corp., XAP 800 Audio Conferencing System Installation & Operation Manual, Oct. 2001, 152 pgs. |
Gil-Cacho et al., Multi-Microphone Acoustic Echo Cancellation Using Multi-Channel Warped Linear Prediction of Common Acoustical Poles, 18th European Signal Processing Conference, Aug. 2010, pp. 2121-2125. |
Giuliani, et al., “Use of Different Microphone Array Configurations for Hands-Free Speech Recognition in Noisy and Reverberant Environment,” IRST-Istituto per la Ricerca Scientifica e Tecnologica, Sep. 22, 1997, 4 pp. |
Gritton et al., Echo Cancellation Algorithms, IEEE ASSP Magazine, vol. 1, issue 2, Apr. 1984, pp. 30-38. |
Hald, et al., “A class of optimal broadband phased array geometries designed for easy construction,” 2002 Int'l Congress & Expo. on Noise Control Engineering, Aug. 2002, 6 pp. |
Hamalainen, et al., “Acoustic Echo Cancellation for Dynamically Steered Microphone Array Systems,” 2007 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct. 2007, pp. 58-61. |
Hayo, Virtual Controls for Real Life, Web page downloaded from https://hayo.io/ on Sep. 18, 2019, 19 pp. |
Herbordt et al., A Real-time Acoustic Human-Machine Front-End for Multimedia Applications Integrating Robust Adaptive Beamforrning and Stereophonic Acoustic Echo Cancellation, 7th International Conference on Spoken Language Processing, Sep. 2002, 4 pgs. |
Herbordt et al., GSAEC—Acoustic Echo Cancellation embedded into the Generalized Sidelobe Canceller, 10th European Signal Processing Conference, Sep. 2000, 5 pgs. |
Herbordt et al., Multichannel Bin-Wise Robust Frequency-Domain Adaptive Filtering and Its Application to Adaptive Beamforming, IEEE Transactions on Audio, Speech, and Language Processing, vol. 15, No. 4, May 2007, pp. 1340-1351. |
Herbordt, “Combination of Robust Adaptive Beamforming with Acoustic Echo Cancellation for Acoustic Human/Machine Interfaces,” Friedrich-Alexander University, 2003, 293 pgs. |
Herbordt, et al., Joint Optimization of LCMV Beamforming and Acoustic Echo Cancellation for Automatic Speech Recognition, IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar. 2005, pp. III-77-III-80. |
Holm, “Optimizing Microphone Arrays for use in Conference Halls,” Norwegian University of Science and Technology, Jun. 2009, 101 pp. |
Huang et al., Immersive Audio Schemes: The Evolution of Multiparty Teleconferencing, IEEE Signal Processing Magazine, Jan. 2011, pp. 20-32. |
ICONYX Gen5, Product Overview; Renkus-Heinz, Dec. 24, 2018, 2 pp. |
International Search Report and Written Opinion for PCT/US2016/022773 dated Jun. 10, 2016. |
International Search Report and Written Opinion for PCT/US2016/029751 dated Nov. 28, 2016, 21 pp. |
International Search Report and Written Opinion for PCT/US2018/013155 dated Jun. 8, 2018. |
International Search Report and Written Opinion for PCT/US2019/031833 dated Jul. 24, 2019, 16 pp. |
International Search Report and Written Opinion for PCT/US2019/033470 dated Jul. 31, 2019, 12 pp. |
International Search Report and Written Opinion for PCT/US2019/051989 dated Jan. 10, 2020, 15 pp. |
International Search Report and Written Opinion for PCT/US2020/024063 dated Aug. 31, 2020, 18 pp. |
International Search Report and Written Opinion for PCT/US2020/035185 dated Sep. 15, 2020, 11 pp. |
International Search Report and Written Opinion for PCT/US2021/070625 dated Sep. 17, 2021, 17 pp. |
International Search Report for PCT/US2020/024005 dated Jun. 12, 2020, 12 pp. |
Invensense, “Microphone Array Beamforming,” Application Note AN-1140, Dec. 31, 2013, 12 pp. |
Invensense, Recommendations for Mounting and Connecting InvenSense MEMS Microphones, Application Note AN-1003, 2013, 11 pp. |
Ishii et al., Investigation on Sound Localization using Multiple Microphone Arrays, Reflection and Spatial Information, Japanese Society for Artificial Intelligence, JSAI Technical Report, SIG-Challenge-B202-11, 2012, pp. 64-69. |
Ito et al., Aerodynamic/Aeroacoustic Testing in Anechoic Closed Test Sections of Low-speed Wind Tunnels, 16th AIAA/CEAS Aeroacoustics Conference, 2010, 11 pgs. |
Johansson et al., Robust Acoustic Direction of Arrival Estimation using Root-SRP-PHAT, a Realtime Implementation, IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar. 2005, 4 pgs. |
Johansson, et al., Speaker Localisation using the Far-Field SRP-PHAT in Conference Telephony, 2002 International Symposium on Intelligent Signal Processing and Communication Systems, 5 pgs. |
Johnson, et al., “Array Signal Processing: Concepts and Techniques,” p. 59, Prentice Hall, 1993, 3 pp. |
Julstrom et al., Direction-Sensitive Gating: A New Approach to Automatic Mixing, J. Audio Eng. Soc., vol. 32, No. 7/8, Jul./Aug. 1984, pp. 490-506. |
Kahrs, Ed., The Past, Present, and Future of Audio Signal Processing, IEEE Signal Processing Magazine, Sep. 1997, pp. 30-57. |
Kallinger et al., Multi-Microphone Residual Echo Estimation, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr. 2003, 4 pgs. |
Kammeyer, et al., New Aspects of Combining Echo Cancellers with Beamformers, IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar. 2005, pp. III-137-III-140. |
Kellermann, A Self-Steering Digital Microphone Array, 1991 International Conference on Acoustics, Speech, and Signal Processing, Apr. 1991, pp. 3581-3584. |
Kellermann, Acoustic Echo Cancellation for Beamforming Microphone Arrays, in Brandstein, ed., Microphone Arrays: Techniques and Applications, 2001, Springer-Verlag Berlin Heidelberg, pp. 281-306. |
Kellermann, Integrating Acoustic Echo Cancellation with Adaptive Beamforming Microphone Arrays, Forum Acusticum, Berlin, Mar. 1999, pp. 1-4. |
Kellermann, Strategies for Combining Acoustic Echo Cancellation and Adaptive Beamforming Microphone Arrays, 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr. 1997, 4 pgs. |
Klegon, “Achieve Invisible Audio with the MXA910 Ceiling Array Microphone,” Jun. 27, 2016, 10 pp. |
Knapp, et al., The Generalized Correlation Method for Estimation of Time Delay, IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. ASSP-24, No. 4, Aug. 1976, pp. 320-327. |
Kobayashi et al., A Hands-Free Unit with Noise Reduction by Using Adaptive Beamformer, IEEE Transactions on Consumer Electronics, vol. 54, No. 1, Feb. 2008, pp. 116-122. |
Kobayashi et al., A Microphone Array System with Echo Canceller, Electronics and Communications in Japan, Part 3, vol. 89, No. 10, Feb. 2, 2006, pp. 23-32. |
Kolundija, et al., “Baffled circular loudspeaker array with broadband high directivity,” 2010 IEEE International Conference on Acoustics, Speech and Signal Processing, Dallas, TX, 2010, pp. 73-76. |
Lai, et al., “Design of Robust Steerable Broadband Beamformers with Spiral Arrays and the Farrow Filter Structure,” Proc. Intl. Workshop Acoustic Echo Noise Control, 2010, 4 pp. |
Lebret, et al., Antenna Array Pattern Synthesis via Convex Optimization, IEEE Trans. on Signal Processing, vol. 45, No. 3, Mar. 1997, pp. 526-532. |
LecNet2 Sound System Design Guide, Lectrosonics, Jun. 2, 2006. |
Lectrosonics, LecNet2 Sound System Design Guide, Jun. 2006, 28 pgs. |
Lee et al., Multichannel Teleconferencing System with Multispatial Region Acoustic Echo Cancellation, International Workshop on Acoustic Echo and Noise Control (IWAENC2003), Sep. 2003, pp. 51-54. |
Li, “Broadband Beamforming and Direction Finding Using Concentric Ring Array,” Ph.D. Dissertation, University of Missouri-Columbia, Jul. 2005, 163 pp. |
Lindstrom et al., An Improvement of the Two-Path Algorithm Transfer Logic for Acoustic Echo Cancellation, IEEE Transactions on Audio, Speech, and Language Processing, vol. 15, No. 4, May 2007, pp. 1320-1326. |
Liu et al., Adaptive Beamforming with Sidelobe Control: A Second-Order Cone Programming Approach, IEEE Signal Proc. Letters, vol. 10, No. 11, Nov. 2003, pp. 331-334. |
Liu, et al., “Frequency Invariant Beamforming in Subbands,” IEEE Conference on Signals, Systems and Computers, 2004, 5 pp. |
Liu, et al., “Wideband Beamforming,” Wiley Series on Wireless Communications and Mobile Computing, pp. 143-198, 2010, 297 pp. |
Lobo, et al., Applications of Second-Order Cone Programming, Linear Algebra and its Applications 284, 1998, pp. 193-228. |
Luo et al., Wideband Beamforming with Broad Nulls of Nested Array, Third Int'l Conf. on Info. Science and Tech., Mar. 23-25, 2013, pp. 1645-1648. |
Marquardt et al., A Natural Acoustic Front-End for Interactive TV in the EU-Project Dicit, IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, Aug. 2009, pp. 894-899. |
Martin, Small Microphone Arrays with Postfilters for Noise and Acoustic Echo Reduction, in Brandstein, ed., Microphone Arrays: Techniques and Applications, 2001, Springer-Verlag Berlin Heidelberg, pp. 255-279. |
Maruo et al., On the Optimal Solutions of Beamformer Assisted Acoustic Echo Cancellers, IEEE Statistical Signal Processing Workshop, 2011, pp. 641-644. |
Mccowan, Microphone Arrays: A Tutorial, Apr. 2001, 36 pgs. |
MFLCRFG Datasheet, Metal_Fab Inc., Sep. 7, 2007, 1 p. |
Microphone Array Primer, Shure Question and Answer Page, <https://service.shure.com/s/article/microphone-array-primer?language=en_US>, Jan. 2019, 5 pp. |
Milanovic, et al., “Design and Realization of FPGA Platform for Real Time Acoustic Signal Acquisition and Data Processing” 22nd Telecommunications Forum TELFOR, 2014, 6 pp. |
Mohammed, A New Adaptive Beamformer for Optimal Acoustic Echo and Noise Cancellation with Less Computational Load, Canadian Conference on Electrical and Computer Engineering, May 2008, pp. 000123-000128. |
Mohammed, A New Robust Adaptive Beamformer for Enhancing Speech Corrupted with Colored Noise, AICCSA, Apr. 2008, pp. 508-515. |
Mohammed, Real-time Implementation of an efficient RLS Algorithm based on IIR Filter for Acoustic Echo Cancellation, AICCSA, Apr. 2008, pp. 489-494. |
Mohan, et al., “Localization of multiple acoustic sources with small arrays using a coherence test,” Journal Acoustic Soc Am., 123(4), Apr. 2008, 12 pp. |
Moulines, et al., “Pitch-Synchronous Waveform Processing Techniques for Text-to-Speech Synthesis Using Diphones,” Speech Communication 9, 1990, 15 pp. |
Multichannel Acoustic Echo Cancellation, Obtained from website http://www.buchner-net.com/mcaec.html, Jun. 2011. |
Myllyla et al., Adaptive Beamforming Methods for Dynamically Steered Microphone Array Systems, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing, Mar.-Apr. 2008, pp. 305-308. |
New Shure Microflex Advance MXA910 Microphone With Intellimix Audio Processing Provides Greater Simplicity, Flexibility, Clarity, Press Release, Jun. 12, 2019, 4 pp. |
Nguyen-Ky, et al., “An Improved Error Estimation Algorithm for Stereophonic Acoustic Echo Cancellation Systems,” 1st International Conference on Signal Processing and Communication Systems, Dec. 17-19, 2007, 5 pp. |
Office Action for Taiwan Patent Application No. 105109900 dated May 5, 2017. |
Office Action issued for Japanese Patent Application No. 2015-023781 dated Jun. 20, 2016, 4 pp. |
Oh, et al., “Hands-Free Voice Communication in an Automobile With a Microphone Array,” 1992 IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar. 1992, pp. I-281-I-284. |
Olszewski, et al., “Steerable Highly Directional Audio Beam Loudspeaker,” Interspeech 2005, 4 pp. |
Omologo, Multi-Microphone Signal Processing for Distant-Speech Interaction, Human Activity and Vision Summer School (HAVSS), INRIA Sophia Antipolis, Oct. 3, 2012, 79 pgs. |
Order, Conduct of the Proceeding, Clearone, Inc. v. Shure Acquisition Holdings, Inc., Nov. 2, 2020, 10 pp. |
Pados et al., An Iterative Algorithm for the Computation of the MVDR Filter, IEEE Trans. on Signal Processing, vol. 49, No. 2, Feb. 2001, pp. 290-300. |
Palladino, “This App Lets You Control Your Smarthome Lights via Augmented Reality,” Next Reality Mobile AR News, Jul. 2, 2018, 5 pp. |
Parikh, et al., “Methods for Mitigating IP Network Packet Loss in Real Time Audio Streaming Applications,” GatesAir, 2014, 6 pp. |
Pasha, et al., “Clustered Multi-channel Dereverberation for Ad-hoc Microphone Arrays,” Proceedings of APSIPA Annual Summit and Conference, Dec. 2015, pp. 274-278. |
Petitioner's Motion for Sanctions, Clearone, Inc. v. Shure Acquisition Holdings, Inc., Aug. 24, 2020, 20 pp. |
Pettersen, “Broadcast Applications for Voice-Activated Microphones,” db, Jul./Aug. 1985, 6 pgs. |
Pfeifenberger, et al., “Nonlinear Residual Echo Suppression using a Recurrent Neural Network,” Interspeech 2020, 5 pp. |
Phoenix Audio Technologies, “Beamforming and Microphone Arrays—Common Myths”, Apr. 2016, http://info.phnxaudio.com/blog/microphone-arrays-beamforming-myths-1, 19 pp. |
Plascore, PCGA-XR1 3003 Aluminum Honeycomb Data Sheet, 2008, 2 pgs. |
Polycom Inc., Vortex EF2211/EF2210 Reference Manual, 2003, 66 pgs. |
Polycom, Inc., Polycom SoundStructure C16, C12, C8, and SR12 Design Guide, Nov. 2013, 743 pgs. |
Polycom, Inc., Setting up the Polycom HDX Ceiling Microphone Array Series, https://support.polycom.com/content/dam/polycom-support/products/Telepresence-and-Video/HDX%20Series/setup-maintenance/en/hdx_ceiling_microphone_array_setting_up.pdf, 2010, 16 pgs. |
Polycom, Inc., Vortex EF2241 Reference Manual, 2002, 68 pgs. |
Polycom, Inc., Vortex EF2280 Reference Manual, 2001, 60 pp. |
Pomona, Model 3306, Datasheet, Jun. 9, 1999, 1 p. |
Powers, et al., “Proving Adaptive Directional Technology Works: A Review of Studies,” The Hearing Review, Apr. 6, 2004, 5 pp. |
Prime, et al., “Beamforming Array Optimisation Averaged Sound Source Mapping on a Model Wind Turbine,” ResearchGate, Nov. 2014, 10 pp. |
Rabinkin et al., Estimation of Wavefront Arrival Delay Using the Cross-Power Spectrum Phase Technique, 132nd Meeting of the Acoustical Society of America, Dec. 1996, pp. 1-10. |
Rane Corp., Halogen Acoustic Echo Cancellation Guide, AEC Guide Version 2, Nov. 2013, 16 pgs. |
Rao, et al., “Fast LMS/Newton Algorithms for Stereophonic Acoustic Echo Cancelation,” IEEE Transactions on Signal Processing, vol. 57, No. 8, Aug. 2009. |
Reuven et al., Joint Acoustic Echo Cancellation and Transfer Function GSC in the Frequency Domain, 23rd IEEE Convention of Electrical and Electronics Engineers in Israel, Sep. 2004, pp. 412-415. |
Reuven et al., Joint Noise Reduction and Acoustic Echo Cancellation Using the Transfer-Function Generalized Sidelobe Canceller, Speech Communication, vol. 49, 2007, pp. 623-635. |
Reuven, et al., “Multichannel Acoustic Echo Cancellation and Noise Reduction in Reverberant Environments Using the Transfer-Function GSC,” 2007 IEEE International Conference on Acoustics, Speech and Signal Processing, Apr. 2007, 4 pp. |
Ristimaki, Distributed Microphone Array System for Two-Way Audio Communication, Helsinki Univ. of Technology, Master's Thesis, Jun. 15, 2009, 73 pgs. |
Rombouts et al., An Integrated Approach to Acoustic Noise and Echo Cancellation, Signal Processing 85, 2005, pp. 849-871. |
Sällberg, “Faster Subband Signal Processing,” IEEE Signal Processing Magazine, vol. 30, No. 5, Sep. 2013, 6 pp. |
Sasaki et al., A Predefined Command Recognition System Using a Ceiling Microphone Array in Noisy Housing Environments, 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sep. 2008, pp. 2178-2184. |
Sennheiser, New microphone solutions for ceiling and desk installation, https://en-us.sennheiser.com/news-new-microphone-solutions-for-ceiling-and-desk-installation, Feb. 2011, 2 pgs. |
Sennheiser, TeamConnect Ceiling, https://en-us.sennheiser.com/conference-meeting-rooms-teamconnect-ceiling, 2017, 7 pgs. |
Serdes, Wikipedia article, last edited on Jun. 25, 2018; retrieved on Jun. 27, 2018, 3 pp., https://en.wikipedia.org/wiki/SerDes. |
Sessler, et al., “Directional Transducers,” IEEE Transactions on Audio and Electroacoustics, vol. AU-19, No. 1, Mar. 1971, pp. 19-23. |
Sessler, et al., “Toroidal Microphones,” Journal of Acoustical Society of America, vol. 46, No. 1, 1969, 10 pp. |
Shure AMS Update, vol. 1, No. 1, 1983, 2 pgs. |
Shure AMS Update, vol. 1, No. 2, 1983, 2 pgs. |
Shure AMS Update, vol. 4, No. 4, 1997, 8 pgs. |
Shure Debuts Microflex Advance Ceiling and Table Array Microphones, Press Release, Feb. 9, 2016, 4 pp. |
Shure Inc., A910-HCM Hard Ceiling Mount, retrieved from website <http://www.shure.com/en-US/products/accessories/a910hcm> on Jan. 16, 2020, 3 pp. |
Shure Inc., Microflex Advance, http://www.shure.com/americas/microflex-advance, 12 pgs. |
Shure Inc., MX395 Low Profile Boundary Microphones, 2007, 2 pgs. |
Shure Inc., MXA910 Ceiling Array Microphone, http://www.shure.com/americas/products/microphones/microflex-advance/mxa910-ceiling-array-microphone, 7 pgs. |
Shure, MXA910 With IntelliMix, Ceiling Array Microphone, available at <https://www.shure.com/en-us/products/microphones/mxa910>, as early as 2020, 12 pp. |
Shure, New MXA910 Variant Now Available, Press Release, Dec. 13, 2019, 5 pp. |
Shure, Q&A in Response to Recent US Court Ruling on Shure MXA910, Available at <https://www.shure.com/en-US/meta/legal/q-and-a-inresponse-to-recent-us-court-ruling-on-shure-mxa910-response>, as early as 2020, 5 pp. |
Shure, RK244G Replacement Screen and Grille, Datasheet, 2013, 1 p. |
Shure, The Microflex Advance MXA310 Table Array Microphone, Available at <https://www.shure.com/en-US/products/microphones/mxa310>, as early as 2020, 12 pp. |
Signal Processor MRX7-D Product Specifications, Yamaha Corporation, 2016. |
Silverman et al., Performance of Real-Time Source-Location Estimators for a Large-Aperture Microphone Array, IEEE Transactions on Speech and Audio Processing, vol. 13, No. 4, Jul. 2005, pp. 593-606. |
Sinha, Ch. 9: Noise and Echo Cancellation, in Speech Processing in Embedded Systems, Springer, 2010, pp. 127-142. |
SM 69 Stereo Microphone, Datasheet, Georg Neumann GmbH, Available at <https://ende.neumann.com/product_files/6552/download>, 1 p. |
Soda et al., Introducing Multiple Microphone Arrays for Enhancing Smart Home Voice Control, the Institute of Electronics, Information and Communication Engineers, Technical Report of IEICE, Jan. 2013, 6 pgs. |
Soundweb London Application Guides, BSS Audio, 2010. |
Symetrix, Inc., SymNet Network Audio Solutions Brochure, 2008, 32 pgs. |
SymNet Network Audio Solutions Brochure, Symetrix, Inc., 2008. |
Tan, et al., “Pitch Detection Algorithm: Autocorrelation Method and AMDF,” Department of Computer Engineering, Prince of Songkhla University, Jan. 2003, 6 pp. |
Tandon, et al., “An Efficient, Low-Complexity, Normalized LMS Algorithm for Echo Cancellation,” 2nd Annual IEEE Northeast Workshop on Circuits and Systems, Jun. 2004, pp. 161-164. |
Tetelbaum et al., Design and Implementation of a Conference Phone Based on Microphone Array Technology, Proc. Global Signal Processing Conference and Expo (GSPx), Sep. 2004, 6 pgs. |
Tiete et al., SoundCompass: A Distributed MEMS Microphone Array-Based Sensor for Sound Source Localization, Sensors, Jan. 23, 2014, pp. 1918-1949. |
TOA Corp., Ceiling Mount Microphone AN-9001 Operating Instructions, http://www.toaelectronics.com/media/an9001_mt1e.pdf, 1 pg. |
Togami, et al., “Subband Beamformer Combined with Time-Frequency ICA for Extraction of Target Source Under Reverberant Environments,” 17th European Signal Processing Conference, Aug. 2009, 5 pp. |
U.S. Appl. No. 16/598,918, filed Oct. 10, 2019, 50 pp. |
Van Compernolle, Switching Adaptive Filters for Enhancing Noisy and Reverberant Speech from Microphone Array Recordings, Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing, Apr. 1990, pp. 833-836. |
Van Trees, Optimum Array Processing: Part IV of Detection, Estimation, and Modulation Theory, 2002, 54 pgs., pp. i-xxv, 90-95, 201-230. |
Van Veen et al., Beamforming: A Versatile Approach to Spatial Filtering, IEEE Assp Magazine, vol. 5, issue 2, Apr. 1988, pp. 4-24. |
Vicente, “Adaptive Array Signal Processing Using the Concentric Ring Array and the Spherical Array,” Ph.D. Dissertation, University of Missouri, May 2009, 226 pp. |
Wang et al., Combining Superdirective Beamforming and Frequency-Domain Blind Source Separation for Highly Reverberant Signals, EURASIP Journal on Audio, Speech, and Music Processing, vol. 2010, pp. 1-13. |
Warsitz, et al., “Blind Acoustic Beamforming Based on Generalized Eigenvalue Decomposition,” IEEE Transactions on Audio, Speech and Language Processing, vol. 15, No. 5, 2007, 11 pp. |
Weinstein, et al., “LOUD: A 1020-Node Microphone Array and Acoustic Beamformer,” 14th International Congress on Sound & Vibration, Jul. 2007, 8 pgs. |
Weinstein, et al., “LOUD: A 1020-Node Modular Microphone Array and Beamformer for Intelligent Computing Spaces,” MIT Computer Science and Artifical Intelligence Laboratory, 2004, 18 pp. |
Wung, “A System Approach to Multi-Channel Acoustic Echo Cancellation and Residual Echo Suppression for Robust Hands-Free Teleconferencing,” Georgia Institute of Technology, May 2015, 167 pp. |
XAP Audio Conferencing Brochure, ClearOne Communications, Inc., 2002. |
Yamaha Corp., MRX7-D Signal Processor Product Specifications, 2016, 12 pgs. |
Yamaha Corp., PJP-100H IP Audio Conference System Owner's Manual, Sep. 2006, 59 pgs. |
Yamaha Corp., PJP-EC200 Conference Echo Canceller Brochure, Oct. 2009, 2 pgs. |
Yan et al., Convex Optimization Based Time-Domain Broadband Beamforming with Sidelobe Control, Journal of the Acoustical Society of America, vol. 121, No. 1, Jan. 2007, pp. 46-49. |
Yensen et al., Synthetic Stereo Acoustic Echo Cancellation Structure with Microphone Array Beamforming for VOIP Conferences, 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing, Jun. 2000, pp. 817-820. |
Yermeche, et al., “Real-Time DSP Implementation of a Subband Beamforming Algorithm for Dual Microphone Speech Enhancement,” 2007 IEEE International Symposium on Circuits and Systems, 4 pp. |
Zavarehei, et al., “Interpolation of Lost Speech Segments Using LP-HNM Model with Codebook Post-Processing,” IEEE Transactions on Multimedia, vol. 10, No. 3, Apr. 2008, 10 pp. |
Zhang, et al., “F-T-LSTM based Complex Network for Joint Acoustic Echo Cancellation and Speech Enhancement,” Audio, Speech and Language Processing Group, Jun. 2021, 5 pp. |
Zhang, et al., “Multichannel Acoustic Echo Cancelation in Multiparty Spatial Audio Conferencing with Constrained Kalman Filtering,” 11th International Workshop on Acoustic Echo and Noise Control, Sep. 14, 2008, 4 pp. |
Zhang, et al., “Selective Frequency Invariant Uniform Circular Broadband Beamformer,” EURASIP Journal on Advances in Signal Processing, vol. 2010, pp. 1-11. |
Zheng, et al., “Experimental Evaluation of a Nested Microphone Array With Adaptive Noise Cancellers,” IEEE Transactions on Instrumentation and Measurement, vol. 53, No. 3, Jun. 2004, 10 pp. |
Number | Date | Country | |
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20210136487 A1 | May 2021 | US |
Number | Date | Country | |
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62929204 | Nov 2019 | US |