The present disclosure relates generally to capturing images, and more particularly to generating images using synthetic aperture radar imaging techniques on a mobile computing device.
Synthetic aperture radar technology is typically implemented in platforms such as aircrafts, satellites, and/or fixed track moving radar platforms. In particular, such synthetic aperture radar implementations are typically designed for systems wherein a motion of the platform is very precisely constrained to predetermined trajectories and/or precisely measured with GPS. Further, such synthetic aperture radar implementations typically require a large amount of space due to the size of the radar hardware (e.g. circuitry, antennas, etc.). Some synthetic aperture radar implementations can be configured to capture images of a target by simulating a synthetic aperture based on a relative motion between the target and the radar. Such imaging implementations typically generate image through post-processing techniques based at least in part on the predetermined platform trajectory.
Such systems do not meet the constraints of a consumer mobile computing device having limited size, cost, and processing resources. In addition, such a mobile computing device may not have a predetermined trajectory that can be used to create the synthetic aperture.
Aspects and advantages of embodiments of the present disclosure will be set forth in part in the following description, or may be learned from the description, or may be learned through practice of the embodiments.
One example aspect of the present disclosure is directed to a computer-implemented method of capturing images using a mobile computing device. The method includes receiving, by a mobile computing device, a plurality of position signals associated with the mobile computing device. The plurality of position signals are obtained at least in part using one or more sensors implemented within the mobile computing device. The method further includes determining, by the mobile computing device, a relative motion between the mobile computing device and a scattering point associated with the target scene based at least in part on the plurality of position signals. The method further includes receiving, by the mobile computing device, a plurality of return signals reflected from the scattering point. Each return signal corresponds to a pulse transmitted by the mobile computing device while the mobile computing device is in view of the scattering point. The method further includes determining, by the mobile computing device, a target response associated the scattering point based at least in part on the relative motion between the mobile computing device and the scattering point.
Other example aspects of the present disclosure are directed to systems, apparatus, tangible, non-transitory computer-readable media, user interfaces, memory devices, and electronic devices for capturing synthetic aperture radar images using a mobile computing device.
These and other features, aspects and advantages of various embodiments will become better understood with reference to the following description and appended claims. The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments of the present disclosure and, together with the description, serve to explain the related principles.
Detailed discussion of embodiments directed to one of ordinary skill in the art are set forth in the specification, which makes reference to the appended figures, in which:
Reference now will be made in detail to embodiments, one or more examples of which are illustrated in the drawings. Each example is provided by way of explanation of the embodiments, not limitation of the present disclosure. In fact, it will be apparent to those skilled in the art that various modifications and variations can be made to the embodiments without departing from the scope or spirit of the present disclosure. For instance, features illustrated or described as part of one embodiment can be used with another embodiment to yield a still further embodiment. Thus, it is intended that aspects of the present disclosure cover such modifications and variations.
Example aspects of the present disclosure are directed to determining synthetic aperture radar images by a mobile computing device, such as a smartphone, tablet computing device, wearable computing device, laptop computing device, or any other suitable computing device capable of being carried by a user while in operation. Synthetic aperture radar images are typically captured from radar platforms having a substantially fixed and/or predetermined path or trajectory, such as an airplane, satellite, or a fixed track moving radar system. Such images can be captured by simulating a synthesized antenna aperture by capturing radar data associated with a target at a number of positions and times as the platform travels along its trajectory. The simulated aperture can have a larger size than the physical aperture of the antenna. The captured data can then be combined to form an image. The fixed or predetermined motion of the platform can be used to account for a migration of the target within the captured data at each of the different data capture positions.
Synthetic aperture imaging techniques are not typically implemented within consumer mobile devices because the motion of the device in capturing an image is not fixed or predetermined. In this manner, the migration of the target within the captured data at each position does not typically follow a known or predetermined pattern, and is not easily determined. In addition, computing, hardware, and/or size constraints associated with mobile computing devices can preclude implementation of such imaging techniques.
According to example aspects of the present disclosure, a motion of a mobile device can be determined in real time as the mobile device transmits and receives radar data with respect to a target scene, and the determined motion can be used to update a target response associated with received radar data obtained by the mobile device. In particular, data associated with a plurality of locations of a mobile computing device can be received. The data can be determined at least in part by one or more sensors or other components implemented within the mobile computing device. The plurality of locations of the mobile device can correspond to a movement of the mobile device along a trajectory proximate a target scene by a user during an image capture period. One or more relative positions between the mobile device and the target scene can be determined based at least in part on the data associated with the plurality of locations. As the mobile device is being moved along the trajectory, the mobile device can transmit a sequence of pulses and receive one or more reflected signals indicative of the target scene. The mobile device can then determine one or more radar images by compensating for the trajectory of the mobile device in real-time. In various implementations, the image can be a two-dimensional (2D) image, a three-dimensional image (3D), and/or a see-through-the-wall (STTW) image determined using one or more synthetic aperture radar processing techniques.
More particularly, the mobile device can include a radar module having one or more antenna elements configured to transmit a sequence of pulses and/or to receive return signals from the target scene. The mobile device can further be configured to determine positional information of the mobile device using one or more accelerometers, gyroscopes, depth cameras, optical cameras, ranging base stations, and/or various other suitable components. Upon initiation of an image capture period, for instance, in response to an input from a user, the mobile device can begin transmitting a periodic sequence of modulated pulses as the user moves the mobile device on a trajectory proximate the target scene. As another example, during the image capture period, the target scene may be moved on a trajectory proximate the mobile device. Such relative motion between the mobile device and the target scene can be used to simulate a synthetic antenna aperture that is larger than the physical antenna aperture of the mobile device. A plurality of return signals can be received corresponding to time-delayed versions of the transmitted signals. The plurality of return signals can correspond to a superposition of reflections from all scattering points within the antenna field of view. For instance, the return signals can correspond to a sum of the contribution of all scattering points in the target scene. In some implementations, the return signals can include amplitude data and/or phase data associated with the return signals. Return signals can be received corresponding to each transmitted pulse. In this manner, data indicative of a particular scattering point of the target scene can be received multiple times as the mobile device moves proximate the target scene.
One or more target responses associated with the target scene can be determined in real-time based at least in part on the relative motion between the mobile device and the target scene. A target response can be indicative of reflected energy received by the mobile device, and can vary based at least in part on the relative range and velocity between the target scene and the mobile device. In some implementations, the range or distance from the mobile device to the target scene (e.g., to one or more scattering points within the target scene) can vary with each pulse transmitted and received by the mobile device. In particular, the reflections from the scattering points within the antenna field of view may be modulated by the relative range and velocity between the various scattering points and the mobile device as the mobile device moves relative to the target scene. In this manner, as the mobile device moves relative to the target scene, the target response can be updated to compensate for the modulated return signal.
In particular, the target response can be updated based at least in part on a relative position and/or velocity between the mobile device and the target scene. As indicated, as the mobile device moves proximate the target scene during an imaging period, a trajectory and/or velocity of the mobile device can be monitored. For instance, in some implementations, the movement of the mobile device by the user can be an ad hoc movement that does not follow a predefined motion or path. In this manner, the relative motion between the target scene and the mobile device during an imaging period is not known prior to the imaging period. In some implementations, the relative trajectory and/or velocity of the mobile device and/or target can be determined using one or more onboard position sensors, such as one or more accelerometers, gyroscopes, depth cameras, optical cameras, etc. in conjunction with the return signals received by the mobile device.
The relative trajectory and/or velocity between the mobile device and the target can be used to determine a migration of an individual scattering point. In particular, as the scattering point moves through the aperture of the receiving antenna of the mobile device over a plurality of pulses during an imaging period, the range between the scattering point and the aperture varies. The determined relative trajectory and/or velocity can be used to determine the degree of variation of the range. The mobile device can compensate for such range variations to reduce or eliminate the range variation based at least in part on the determined degree of variation. The target response associated with the return signals can be updated to reflect the compensated return signals. In particular, the target response can be determined by combining the compensated return signals for each scattering point in the target scene. In some implementations, one or more synthetic aperture radar processing techniques can be used to compensate the return signals and/or to determine the updated target response. For instance, one or more pulse compression techniques, range-Doppler techniques, range and/or Doppler migration correction techniques, Doppler mapping techniques can be used.
In some implementations, such processing techniques can further be used to generate an image of the radio frequency (RF) reflectivity of the target scene. Such generated image can have a higher resolution than an image generated using real aperture imaging techniques. In various implementations, the generated image can be a 2D image providing range and azimuth information associated with the target scene, or a 3D image providing range, azimuth, and elevation information associated with the target scene. In some implementations, the generated image may be a STTW image of one or more objects located behind a wall or other barrier. The type of image that is generated can be based on the motion or trajectory of the mobile device during the imaging period. In particular, the motion of the mobile device can be used to simulate an antenna aperture suitable for capturing different image types. For instance, a trajectory of the mobile device having only transverse motion relative to the target scene can be suitable for generating a 2D image. As another example, a trajectory of the mobile device having transverse motion and longitudinal motion relative to the target scene can be suitable for generating a 3D image. In this manner, the trajectory of the mobile device during an imaging period can be chosen by a user to generate a desired image type.
As an example, a user of a mobile computing device can initiate an imaging process, for instance, through interaction with a user interface associated with the user device. The mobile device can then prompt the user to move the mobile device with respect to a target scene of which the user desires to capture an image. As the user moves the mobile device with respect to the target scene, the mobile device can begin transmitting a sequence of pulses and receiving return data associated with a target scene. The mobile device can further determine a relative motion between the mobile device and target scene. The mobile device can then generate one or more images of the target scene by combining the return data received as the mobile device moved with respect to the target scene, and compensating for the determined relative motion. The mobile device can provide the image for display on the user interface of the mobile device.
With reference now to the figures, example embodiments of the present disclosure will be discussed in more detail. For instance,
For instance,
Electromagnetic radiation reflected coherently back in the direction of image capture device 102 can be intercepted by antenna element(s) 106 (e.g. one or more receiving antenna elements). Such received return signal is a superposition of reflections from a plurality of scattering points within the field of view of image capture device 102. As indicated data indicative of the received return signals can be provided to SAR controller 110 for processing to generate one or more images.
As indicated above, image capture device 102 can be configured to simulate a synthesized antenna aperture using synthetic aperture radar techniques. For instance, during an image capture process or sequence, a user of image capture device 102 can facilitate a relative motion 112 between image capture device 102 and target 104. For instance, a user may facilitate relative motion 112 by moving image capture device 102 in various directions and distances with respect to target 104. For instance, relative motion 112 can be a non-predefined motion that has not set path or trajectory. In this manner, relative motion 112 can include a user defined motion that is not known prior to initiation of relative motion 112. In some implementations, the user can rotate image capture device 102 about one or more axes during the image capture sequence, such that image capture device 102 and/or an antenna beam associated with image capture device 102 is continuously oriented in a general direction of target 102 during the image capture sequence. As another example, the user can facilitate relative motion 112 by maintaining image capture device 102 in a substantially constant position while target 104 moves in one or more non-predefined directions relative to image capture device 102.
Referring back to
As an example,
Example antenna configuration 120 is provided for illustrative purposes only. As indicated, it will be appreciated that various other suitable antenna configurations can be used without deviating from the scope of the present disclosure. For instance, various suitable antenna configurations can be used having various suitable antenna element types, numbers, and/or arrangements, and having various suitable feed networks.
Referring back to
As an example, if the user facilitates relative motion 112 by moving image capture device 102 with respect to the target 104 during an image capture sequence, position sensor(s) 108 can monitor the motion and/or velocity of image capture device 102. For instance, position sensor(s) 108 can obtain a plurality of positioning signals indicative of one or more positions, orientations, velocities, etc. of image capture device 102 as the user moves image capture device 102 to facilitate relative motion 112. The positioning signals, along with the return signals received by antenna element(s) 106 can be used to determine relative motion 112.
In particular, a timing associated with the return signals can be used to determine a position (e.g. spatial coordinates) of target 104 and/or a range between target 104 and image capture device 102. Such determined position and/or range can be used in conjunction with the obtained positioning signals to determine relative motion 112. In some implementations, one or more relative positions and/or one or more relative velocities can be determined.
As indicated above, SAR controller 110 can be configured to receive the (digitally sampled) return signals intercepted by antenna element(s) 106 and to process the signals to generate one or more images depicting target 104 and/or a scene surrounding target 104. For instance, SAR controller 110 can implement one or more SAR or inverse SAR (ISAR) processing techniques to resolve spatially separated points associated with target 104 and/or the surrounding scene. In example implementations, such processing techniques can include one or more pulse compressions techniques, range-Doppler processing techniques, Doppler mapping techniques, range migration correction techniques, Doppler migration correction techniques and/or other suitable processing techniques.
As indicated above, a plurality of target responses can be determined and/or updated based at least in part on relative motion 112. In particular, a target response can be indicative of the energy reflected by a scattering point associated with target 104. The reflected energy can be modulated based at least in part on the relative range and the relative velocity between image capture device 102 and target 104. As image capture device 102 moves relative to target 104, the relative range and velocities may vary. In this manner, the modulation of various return signals obtained at different times and/or positions may vary. For instance, a first return signal associated with a scattering point obtained at a first position and/or velocity may have different characteristics than a second return signal associated with the scattering point obtained at a second position and/or velocity.
In this manner, the varying return signals can be resolved and combined to generate an image. For instance, a first target response associated with the reflected energy received at a first position can be updated to reflect the relative motion between image capture device 102 and target 104. In particular, such updated target response can compensate for the varying modulations in return signals associated with a scattering point that were received at different relative positions. As indicated above, such modulation can cause a response associated with a scattering point to migrate in a non-predetermined manner. For instance, the range of the scattering point with respect to image capture device 102 can vary based at least in part on relative motion 112. Such range migration can be corrected or compensated for based at least in part on the determined relative positions and/or velocities. The updated target response can reflect such compensated range migration. In this manner, the target response can be updated one or more times to reflect various relative positions and/or velocities between image capture device 102 and target 104.
As indicated, such described SAR techniques can be used to process the received return signals to generate an image depicting target 104. Such image can be a radar image having a higher resolution than an image generated using real aperture radar imaging techniques associated with antenna element(s) 106. In various implementations, the image can be a 2D image, a 3D image, and/or a STTW image. For instance, target 104 may include an occluded object 105 located behind target 104 relative to image capture device 102. Such STTW image may depict occluded object 105.
As indicated above, in implementations wherein a 2D image is generated using SAR processing techniques, the image can provide range and azimuth information associated with target 104. Such 2D image can be captured by facilitating a transverse relative motion 112 between image capture device 102 and target 104. For instance, the user can facilitate a motion of image capture device 102 along a single plane parallel to a face of target 104. In implementations, wherein a 3D image is generated using SAR processing techniques, the image can provide range, azimuth and elevation information associated with target 104. Such 3D image can be captured by facilitating a transverse and longitudinal relative motion 112 between image capture device 102 and target 104. For instance, a user can facilitate a motion of image capture device 102 along a parallel plane relative to the face of target 104 and along a perpendicular plane relative to the face of target 104.
In some implementations, image capture device 102 can include a user interface configured to receive an input from the user requesting initiation of an image capture sequence. In some implementations, the user interface can prompt the user to select an image type to be generated (e.g. 2D, 3D, STTW, etc.). The user interface can further prompt the user to move image capture device in an appropriate manner based at least in part on the selected image type. Upon initiation of the image capture sequence, the user can begin moving image capture device 102 in accordance with the selected image type, and image capture device 102 can begin transmitting energy signals. In implementations, wherein antenna element(s) 106 are configured as an electronically steered array, image capture device 102 may identify target 104 and steer the antenna beam generated by antenna element(s) 106 towards target 104, such that the main lobe of the antenna beam in pointed towards target 104 throughout the image capture sequence. In this manner, a signal-to-noise ratio of the return signals can be improved.
At (202), method (200) can include transmitting a plurality of pulses during an image capture period associated with a mobile computing device. For instance, the pulses can be periodically transmitted FMCW RF signals. As indicated, the image capture period can be associated with a synthetic aperture radar imaging technique wherein a synthetic aperture is simulated using a relative motion between the mobile computing device and a target.
At (204), method (200) can include receiving a plurality of return signals associated with a scattering point associated with the target. For instance, the scattering point can be a point located on the target that reflects received energy in a direction of the mobile computing device. In some implementations, each return signal associated with the scattering point can be received from a different relative position between the target and the mobile computing device.
At (206), method (200) can include receiving a plurality of positioning signals associated with the mobile computing device during the image capture period. As indicated, the positioning signals can be obtained by one or more position sensors associated with the mobile computing device. For instance, the position sensors can be embedded within the mobile computing device and/or external to the mobile computing device. In particular, the positioning signals can be indicative of one or more positions, orientations, velocities, and/or other physical characteristics of the mobile computing device as the mobile computing device moves with respect to a target.
At (208), method (200) can include determining a relative motion between the mobile computing device and the target. As indicated above, the relative motion can be determined based at least in part on the positioning signals. The relative motion can further be determined based at least in part on the received return signals. For instance, the relative motion can be determined at least in part from a timing between transmission of pulses and reception of the corresponding return signals by the mobile computing device. Such timing can be indicative of a range and/or distance between the target and the mobile computing device. Doppler frequencies associated with the return signals can further be used to determine a velocity of the target. Such range and velocity determined from the return signals can be used in conjunction with the positioning signals obtained by the position sensors to determine the relative motion.
At (210), method (200) can include determining a target response associated with the scattering point based at least in part on the relative motion. As indicated, the target response can be indicative of received energy reflected by the scattering point.
At (212), method (200) can include updating the target response based at least in part on the determined relative motion between the target and the mobile computing device. As indicated, the updated target response can be determined to compensate for variations in return signals obtained from different positions relative to the scattering point. In some implementations, updating the target response can include determining a second target response to reflect the discrepancies between the relative range and velocity of the mobile computing device and the target associated with different return signals.
At (214), method (200) can include generating an image depicting the target based at least in part on the updated target response. The image can be a 2D image, a 3D image and/or a STTW image depicting an occluded object associated with the target.
The system 300 includes a mobile computing device 310. The mobile computing device 310 can be implemented using any suitable computing device(s). The mobile computing device 310 can correspond to image capture device 102 of
The one or more processors 312 can include any suitable processing device, such as a microprocessor, microcontroller, integrated circuit, logic device, or other suitable processing device. The one or more memory devices 314 can include one or more computer-readable media, including, but not limited to, non-transitory computer-readable media, RAM, ROM, hard drives, flash drives, or other memory devices. The one or more memory devices 314 can store information accessible by the one or more processors 312, including computer-readable instructions 316 that can be executed by the one or more processors 312. The instructions 316 can be any set of instructions that when executed by the one or more processors 312, cause the one or more processors 312 to perform operations. For instance, the instructions 316 can be executed by the one or more processors 312 to implement a user interface 320 for capturing images according to example embodiments of the present disclosure and a SAR controller 110 described with reference to
As shown in
The mobile computing device 310 can include various input/output devices for providing and receiving information from a user, such as a touch screen, touch pad, data entry keys, speakers, and/or a microphone suitable for voice recognition. For instance, the mobile computing device 310 can have a display device 335 for presenting a user interface for displaying images according to example aspects of the present disclosure. Mobile computing device 310 can further include position sensors 108 described with respect to
Mobile computing device 310 can further include a 322. Radar module can include one or more antenna elements 106 as described with reference to
In some implementations, the mobile computing device 310 can exchange data with one or more remote computing devices, such as server 330 over the network 340. For instance, server 330 can be a web server. Server 330 can be implemented using any suitable type of computing device. Similar to the mobile computing device 310, a server 330 can include one or more processor(s) 332 and a memory 334. The one or more processor(s) 332 can include one or more central processing units (CPUs), graphics processing units (GPUs) dedicated to efficiently rendering images or performing other specialized calculations, and/or other processing devices. The memory 334 can include one or more computer-readable media and can store information accessible by the one or more processors 332, including instructions 336 that can be executed by the one or more processors 332 and data 338.
In some implementations, one or more example aspects of the present disclosure can be performed by server 330. For instance, one or more operations associated with SAR controller 110 can be performed by server 330 and communicated to the mobile computing device 310 via the network 340.
The server 330 can also include a network interface used to communicate with one or more remote computing devices (e.g. mobile computing device 310) over the network 340. The network interface can include any suitable components for interfacing with one more networks, including for example, transmitters, receivers, ports, controllers, antennas, or other suitable components.
The network 340 can be any type of communications network, such as a local area network (e.g. intranet), wide area network (e.g. Internet), cellular network, or some combination thereof. The network 340 can also include a direct connection between a server 330 and the mobile computing device 310. In general, communication between the mobile computing device 310 and a server 330 can be carried via network interface using any type of wired and/or wireless connection, using a variety of communication protocols (e.g. TCP/IP, HTTP, SMTP, FTP), encodings or formats (e.g. HTML, XML), and/or protection schemes (e.g. VPN, secure HTTP, SSL).
The technology discussed herein makes reference to servers, databases, software applications, and other computer-based systems, as well as actions taken and information sent to and from such systems. One of ordinary skill in the art will recognize that the inherent flexibility of computer-based systems allows for a great variety of possible configurations, combinations, and divisions of tasks and functionality between and among components. For instance, server processes discussed herein may be implemented using a single server or multiple servers working in combination. Databases and applications may be implemented on a single system or distributed across multiple systems. Distributed components may operate sequentially or in parallel.
While the present subject matter has been described in detail with respect to specific example embodiments thereof, it will be appreciated that those skilled in the art, upon attaining an understanding of the foregoing may readily produce alterations to, variations of, and equivalents to such embodiments. Accordingly, the scope of the present disclosure is by way of example rather than by way of limitation, and the subject disclosure does not preclude inclusion of such modifications, variations and/or additions to the present subject matter as would be readily apparent to one of ordinary skill in the art.
The present application is based on and claims priority to U.S. Provisional Application 62/237,975 having a filing date of Oct. 6, 2015, which is incorporated by reference herein.
Number | Name | Date | Kind |
---|---|---|---|
3610874 | Gagliano | Oct 1971 | A |
3752017 | Lloyd et al. | Aug 1973 | A |
3953706 | Harris et al. | Apr 1976 | A |
4104012 | Ferrante | Aug 1978 | A |
4654967 | Thenner | Apr 1987 | A |
4700044 | Hokanson et al. | Oct 1987 | A |
4795998 | Dunbar et al. | Jan 1989 | A |
4838797 | Dodier | Jun 1989 | A |
5016500 | Conrad et al. | May 1991 | A |
5121124 | Spivey et al. | Jun 1992 | A |
5298715 | Chalco et al. | Mar 1994 | A |
5341979 | Gupta | Aug 1994 | A |
5410471 | Alyfuku et al. | Apr 1995 | A |
5468917 | Brodsky et al. | Nov 1995 | A |
5564571 | Zanotti | Oct 1996 | A |
5656798 | Kubo et al. | Aug 1997 | A |
5724707 | Kirk et al. | Mar 1998 | A |
5798798 | Rector et al. | Aug 1998 | A |
6032450 | Blum | Mar 2000 | A |
6037893 | Lipman | Mar 2000 | A |
6080690 | Lebby et al. | Jun 2000 | A |
6101431 | Niwa et al. | Aug 2000 | A |
6210771 | Post et al. | Apr 2001 | B1 |
6254544 | Hayashi | Jul 2001 | B1 |
6303924 | Adan et al. | Oct 2001 | B1 |
6313825 | Gilbert | Nov 2001 | B1 |
6340979 | Beaton et al. | Jan 2002 | B1 |
6380882 | Hegnauer | Apr 2002 | B1 |
6386757 | Konno | May 2002 | B1 |
6440593 | Ellison et al. | Aug 2002 | B2 |
6492980 | Sandbach | Dec 2002 | B2 |
6493933 | Post et al. | Dec 2002 | B1 |
6513833 | Breed et al. | Feb 2003 | B2 |
6513970 | Tabata et al. | Feb 2003 | B1 |
6524239 | Reed et al. | Feb 2003 | B1 |
6543668 | Fujii et al. | Apr 2003 | B1 |
6616613 | Goodman | Sep 2003 | B1 |
6711354 | Kameyama | Mar 2004 | B2 |
6717065 | Hosaka et al. | Apr 2004 | B2 |
6802720 | Weiss et al. | Oct 2004 | B2 |
6833807 | Flacke et al. | Dec 2004 | B2 |
6835898 | Eldridge et al. | Dec 2004 | B2 |
6854985 | Weiss | Feb 2005 | B1 |
6929484 | Weiss et al. | Aug 2005 | B2 |
6970128 | Dwelly et al. | Nov 2005 | B1 |
6997882 | Parker et al. | Feb 2006 | B1 |
7019682 | Louberg et al. | Mar 2006 | B1 |
7134879 | Sugimoto et al. | Nov 2006 | B2 |
7164820 | Eves et al. | Jan 2007 | B2 |
7194371 | McBride et al. | Mar 2007 | B1 |
7223105 | Weiss et al. | May 2007 | B2 |
7230610 | Jung et al. | Jun 2007 | B2 |
7249954 | Weiss | Jul 2007 | B2 |
7266532 | Sutton et al. | Sep 2007 | B2 |
7299964 | Jayaraman et al. | Nov 2007 | B2 |
7310236 | Takahashi et al. | Dec 2007 | B2 |
7317416 | Flom et al. | Jan 2008 | B2 |
7348285 | Dhawan et al. | Mar 2008 | B2 |
7365031 | Swallow et al. | Apr 2008 | B2 |
7421061 | Boese et al. | Sep 2008 | B2 |
7462035 | Lee et al. | Dec 2008 | B2 |
7528082 | Krans et al. | May 2009 | B2 |
7544627 | Tao et al. | Jun 2009 | B2 |
7578195 | DeAngelis et al. | Aug 2009 | B2 |
7644488 | Aisenbrey | Jan 2010 | B2 |
7647093 | Bojovic et al. | Jan 2010 | B2 |
7670144 | Ito et al. | Mar 2010 | B2 |
7677729 | Vilser et al. | Mar 2010 | B2 |
7691067 | Westbrook et al. | Apr 2010 | B2 |
7698154 | Marchosky | Apr 2010 | B2 |
7791700 | Bellamy | Sep 2010 | B2 |
7834276 | Chou et al. | Nov 2010 | B2 |
7941676 | Glaser | May 2011 | B2 |
7952512 | Delker et al. | May 2011 | B1 |
7999722 | Beeri et al. | Aug 2011 | B2 |
8062220 | Kurtz et al. | Nov 2011 | B2 |
8063815 | Valo et al. | Nov 2011 | B2 |
8169404 | Boillot | May 2012 | B1 |
8179604 | Prada Gomez et al. | May 2012 | B1 |
8193929 | Siu et al. | Jun 2012 | B1 |
8199104 | Park et al. | Jun 2012 | B2 |
8282232 | Hsu et al. | Oct 2012 | B2 |
8289185 | Alonso | Oct 2012 | B2 |
8301232 | Albert et al. | Oct 2012 | B2 |
8314732 | Oswald et al. | Nov 2012 | B2 |
8334226 | Nhan et al. | Dec 2012 | B2 |
8341762 | Balzano | Jan 2013 | B2 |
8344949 | Moshfeghi | Jan 2013 | B2 |
8367942 | Howell et al. | Feb 2013 | B2 |
8475367 | Yuen et al. | Jul 2013 | B1 |
8505474 | Kang et al. | Aug 2013 | B2 |
8509882 | Albert et al. | Aug 2013 | B2 |
8514221 | King et al. | Aug 2013 | B2 |
8527146 | Jackson et al. | Sep 2013 | B1 |
8549829 | Song et al. | Oct 2013 | B2 |
8560972 | Wilson | Oct 2013 | B2 |
8562526 | Heneghan et al. | Oct 2013 | B2 |
8569189 | Bhattacharya et al. | Oct 2013 | B2 |
8614689 | Nishikawa et al. | Dec 2013 | B2 |
8655004 | Prest et al. | Feb 2014 | B2 |
8700137 | Albert | Apr 2014 | B2 |
8758020 | Burdea et al. | Jun 2014 | B2 |
8759713 | Sheats | Jun 2014 | B2 |
8764651 | Tran | Jul 2014 | B2 |
8785778 | Streeter et al. | Jul 2014 | B2 |
8790257 | Libbus et al. | Jul 2014 | B2 |
8814574 | Selby et al. | Aug 2014 | B2 |
8819812 | Weber et al. | Aug 2014 | B1 |
8854433 | Rafii | Oct 2014 | B1 |
8860602 | Nohara et al. | Oct 2014 | B2 |
8921473 | Hyman | Dec 2014 | B1 |
8948839 | Longinotti-Buitoni et al. | Feb 2015 | B1 |
9055879 | Selby et al. | Jun 2015 | B2 |
9075429 | Karakotsios et al. | Jul 2015 | B1 |
9093289 | Vicard et al. | Jul 2015 | B2 |
9125456 | Chow | Sep 2015 | B2 |
9141194 | Keyes et al. | Sep 2015 | B1 |
9148949 | Zhou et al. | Sep 2015 | B2 |
9229102 | Wright et al. | Jan 2016 | B1 |
9230160 | Kanter | Jan 2016 | B1 |
9235241 | Newham et al. | Jan 2016 | B2 |
9316727 | Sentelle et al. | Apr 2016 | B2 |
9331422 | Nazzaro et al. | May 2016 | B2 |
9335825 | Rautiainen et al. | May 2016 | B2 |
9346167 | O'Connor et al. | May 2016 | B2 |
9354709 | Heller et al. | May 2016 | B1 |
9508141 | Khachaturian et al. | Nov 2016 | B2 |
9569001 | Mistry et al. | Feb 2017 | B2 |
9575560 | Poupyrev et al. | Feb 2017 | B2 |
9588625 | Poupyrev | Mar 2017 | B2 |
9594443 | VanBlon et al. | Mar 2017 | B2 |
9600080 | Poupyrev | Mar 2017 | B2 |
9693592 | Robinson et al. | Jul 2017 | B2 |
9746551 | Scholten et al. | Aug 2017 | B2 |
9766742 | Papakostas | Sep 2017 | B2 |
9778749 | Poupyrev | Oct 2017 | B2 |
9811164 | Poupyrev | Nov 2017 | B2 |
9817109 | Saboo et al. | Nov 2017 | B2 |
9837760 | Karagozler et al. | Dec 2017 | B2 |
9848780 | DeBusschere et al. | Dec 2017 | B1 |
9921660 | Poupyrev | Mar 2018 | B2 |
9933908 | Poupyrev | Apr 2018 | B2 |
9947080 | Nguyen et al. | Apr 2018 | B2 |
9971414 | Gollakota et al. | May 2018 | B2 |
9971415 | Poupyrev et al. | May 2018 | B2 |
9983747 | Poupyrev | May 2018 | B2 |
9994233 | Diaz-Jimenez et al. | Jun 2018 | B2 |
10016162 | Rogers et al. | Jul 2018 | B1 |
10034630 | Lee et al. | Jul 2018 | B2 |
10073590 | Dascola et al. | Sep 2018 | B2 |
10080528 | DeBusschere et al. | Sep 2018 | B2 |
10082950 | Lapp | Sep 2018 | B2 |
10088908 | Poupyrev et al. | Oct 2018 | B1 |
10139916 | Poupyrev | Nov 2018 | B2 |
10155274 | Robinson et al. | Dec 2018 | B2 |
10175781 | Karagozler et al. | Jan 2019 | B2 |
10222469 | Gillian et al. | Mar 2019 | B1 |
10300370 | Amihood et al. | May 2019 | B1 |
10310621 | Lien et al. | Jun 2019 | B1 |
10379621 | Schwesig et al. | Aug 2019 | B2 |
10401490 | Gillian et al. | Sep 2019 | B2 |
10459080 | Schwesig et al. | Oct 2019 | B1 |
10503883 | Gillian et al. | Dec 2019 | B1 |
10540001 | Poupyrev et al. | Jan 2020 | B1 |
10642367 | Poupyrev | May 2020 | B2 |
10705185 | Lien et al. | Jul 2020 | B1 |
20010035836 | Miceli et al. | Nov 2001 | A1 |
20020009972 | Amento et al. | Jan 2002 | A1 |
20020080156 | Abbott et al. | Jun 2002 | A1 |
20020170897 | Hall | Nov 2002 | A1 |
20030005030 | Sutton et al. | Jan 2003 | A1 |
20030071750 | Benitz | Apr 2003 | A1 |
20030093000 | Nishio et al. | May 2003 | A1 |
20030100228 | Bungo et al. | May 2003 | A1 |
20030119391 | Swallow et al. | Jun 2003 | A1 |
20030122677 | Kail | Jul 2003 | A1 |
20040009729 | Hill et al. | Jan 2004 | A1 |
20040102693 | DeBusschere et al. | May 2004 | A1 |
20040249250 | McGee et al. | Dec 2004 | A1 |
20040259391 | Jung et al. | Dec 2004 | A1 |
20050069695 | Jung et al. | Mar 2005 | A1 |
20050128124 | Greneker et al. | Jun 2005 | A1 |
20050148876 | Endoh et al. | Jul 2005 | A1 |
20050231419 | Mitchell | Oct 2005 | A1 |
20060035554 | Glaser et al. | Feb 2006 | A1 |
20060040739 | Wells | Feb 2006 | A1 |
20060047386 | Kanevsky et al. | Mar 2006 | A1 |
20060061504 | Leach, Jr. et al. | Mar 2006 | A1 |
20060125803 | Westerman et al. | Jun 2006 | A1 |
20060136997 | Telek et al. | Jun 2006 | A1 |
20060139162 | Flynn | Jun 2006 | A1 |
20060139314 | Bell | Jun 2006 | A1 |
20060148351 | Tao et al. | Jul 2006 | A1 |
20060157734 | Onodero et al. | Jul 2006 | A1 |
20060166620 | Sorensen | Jul 2006 | A1 |
20060170584 | Romero et al. | Aug 2006 | A1 |
20060209021 | Yoo et al. | Sep 2006 | A1 |
20060258205 | Locher et al. | Nov 2006 | A1 |
20070024488 | Zemany et al. | Feb 2007 | A1 |
20070026695 | Lee et al. | Feb 2007 | A1 |
20070027369 | Pagnacco et al. | Feb 2007 | A1 |
20070118043 | Oliver et al. | May 2007 | A1 |
20070161921 | Rausch | Jul 2007 | A1 |
20070164896 | Suzuki et al. | Jul 2007 | A1 |
20070176821 | Flom et al. | Aug 2007 | A1 |
20070192647 | Glaser | Aug 2007 | A1 |
20070197115 | Eves et al. | Aug 2007 | A1 |
20070197878 | Shklarski | Aug 2007 | A1 |
20070210074 | Maurer et al. | Sep 2007 | A1 |
20070237423 | Tico et al. | Oct 2007 | A1 |
20080001735 | Tran | Jan 2008 | A1 |
20080002027 | Kondo et al. | Jan 2008 | A1 |
20080015422 | Wessel | Jan 2008 | A1 |
20080024438 | Collins et al. | Jan 2008 | A1 |
20080039731 | McCombie et al. | Feb 2008 | A1 |
20080059578 | Albertson et al. | Mar 2008 | A1 |
20080065291 | Breed | Mar 2008 | A1 |
20080074307 | Boric-Lubecke et al. | Mar 2008 | A1 |
20080122796 | Jobs et al. | May 2008 | A1 |
20080134102 | Movold et al. | Jun 2008 | A1 |
20080136775 | Conant | Jun 2008 | A1 |
20080168396 | Matas et al. | Jul 2008 | A1 |
20080168403 | Westerman et al. | Jul 2008 | A1 |
20080194204 | Duet et al. | Aug 2008 | A1 |
20080194975 | MacQuarrie et al. | Aug 2008 | A1 |
20080211766 | Westerman et al. | Sep 2008 | A1 |
20080233822 | Swallow et al. | Sep 2008 | A1 |
20080278450 | Lashina | Nov 2008 | A1 |
20080282665 | Speleers | Nov 2008 | A1 |
20080291158 | Park et al. | Nov 2008 | A1 |
20080303800 | Elwell | Dec 2008 | A1 |
20080316085 | Rofougaran et al. | Dec 2008 | A1 |
20080320419 | Matas et al. | Dec 2008 | A1 |
20090018408 | Ouchi et al. | Jan 2009 | A1 |
20090018428 | Dias et al. | Jan 2009 | A1 |
20090033585 | Lang | Feb 2009 | A1 |
20090053950 | Surve | Feb 2009 | A1 |
20090056300 | Chung et al. | Mar 2009 | A1 |
20090058820 | Hinckley | Mar 2009 | A1 |
20090113298 | Jung et al. | Apr 2009 | A1 |
20090115617 | Sano et al. | May 2009 | A1 |
20090118648 | Kandori et al. | May 2009 | A1 |
20090149036 | Lee et al. | Jun 2009 | A1 |
20090177068 | Stivoric et al. | Jul 2009 | A1 |
20090203244 | Toonder | Aug 2009 | A1 |
20090226043 | Angell et al. | Sep 2009 | A1 |
20090253585 | Diatchenko et al. | Oct 2009 | A1 |
20090270690 | Roos et al. | Oct 2009 | A1 |
20090278915 | Kramer et al. | Nov 2009 | A1 |
20090288762 | Wolfel | Nov 2009 | A1 |
20090295712 | Ritzau | Dec 2009 | A1 |
20090319181 | Khosravy et al. | Dec 2009 | A1 |
20100013676 | Do et al. | Jan 2010 | A1 |
20100045513 | Pett et al. | Feb 2010 | A1 |
20100050133 | Nishihara et al. | Feb 2010 | A1 |
20100053151 | Marti et al. | Mar 2010 | A1 |
20100060570 | Underkoffler et al. | Mar 2010 | A1 |
20100065320 | Urano | Mar 2010 | A1 |
20100069730 | Bergstrom et al. | Mar 2010 | A1 |
20100071205 | Graumann et al. | Mar 2010 | A1 |
20100094141 | Puswella | Apr 2010 | A1 |
20100107099 | Frazier et al. | Apr 2010 | A1 |
20100109938 | Oswald et al. | May 2010 | A1 |
20100152600 | Droitcour et al. | Jun 2010 | A1 |
20100179820 | Harrison et al. | Jul 2010 | A1 |
20100198067 | Mahfouz et al. | Aug 2010 | A1 |
20100201586 | Michalk | Aug 2010 | A1 |
20100204550 | Heneghan et al. | Aug 2010 | A1 |
20100205667 | Anderson et al. | Aug 2010 | A1 |
20100208035 | Pinault et al. | Aug 2010 | A1 |
20100225562 | Smith | Sep 2010 | A1 |
20100234094 | Gagner et al. | Sep 2010 | A1 |
20100241009 | Petkie | Sep 2010 | A1 |
20100002912 | Solinsky | Oct 2010 | A1 |
20100281438 | Latta et al. | Nov 2010 | A1 |
20100292549 | Schuler | Nov 2010 | A1 |
20100306713 | Geisner et al. | Dec 2010 | A1 |
20100313414 | Sheats | Dec 2010 | A1 |
20100324384 | Moon et al. | Dec 2010 | A1 |
20100325770 | Chung et al. | Dec 2010 | A1 |
20110003664 | Richard | Jan 2011 | A1 |
20110010014 | Oexman et al. | Jan 2011 | A1 |
20110018795 | Jang | Jan 2011 | A1 |
20110029038 | Hyde et al. | Feb 2011 | A1 |
20110073353 | Lee et al. | Mar 2011 | A1 |
20110083111 | Forutanpour et al. | Apr 2011 | A1 |
20110093820 | Zhang et al. | Apr 2011 | A1 |
20110118564 | Sankai | May 2011 | A1 |
20110119640 | Berkes et al. | May 2011 | A1 |
20110166940 | Bangera et al. | Jul 2011 | A1 |
20110181509 | Rautiainen et al. | Jul 2011 | A1 |
20110181510 | Hakala et al. | Jul 2011 | A1 |
20110193939 | Vassigh et al. | Aug 2011 | A1 |
20110197263 | Stinson, III | Aug 2011 | A1 |
20110202404 | van der Riet | Aug 2011 | A1 |
20110213218 | Weiner et al. | Sep 2011 | A1 |
20110221666 | Newton et al. | Sep 2011 | A1 |
20110234492 | Ajmera et al. | Sep 2011 | A1 |
20110239118 | Yamaoka et al. | Sep 2011 | A1 |
20110245688 | Arora et al. | Oct 2011 | A1 |
20110279303 | Smith | Nov 2011 | A1 |
20110286585 | Hodge | Nov 2011 | A1 |
20110303341 | Meiss et al. | Dec 2011 | A1 |
20110307842 | Chiang et al. | Dec 2011 | A1 |
20110316888 | Sachs et al. | Dec 2011 | A1 |
20110318985 | McDermid | Dec 2011 | A1 |
20120001875 | Li et al. | Jan 2012 | A1 |
20120019168 | Noda et al. | Jan 2012 | A1 |
20120029369 | Icove et al. | Feb 2012 | A1 |
20120047468 | Santos et al. | Feb 2012 | A1 |
20120068876 | Bangera et al. | Mar 2012 | A1 |
20120069043 | Narita et al. | Mar 2012 | A1 |
20120092284 | Rofougaran et al. | Apr 2012 | A1 |
20120123232 | Najarian et al. | May 2012 | A1 |
20120127082 | Kushler et al. | May 2012 | A1 |
20120144934 | Russell et al. | Jun 2012 | A1 |
20120150493 | Casey et al. | Jun 2012 | A1 |
20120154313 | Au et al. | Jun 2012 | A1 |
20120156926 | Kato et al. | Jun 2012 | A1 |
20120174299 | Balzano | Jul 2012 | A1 |
20120174736 | Wang et al. | Jul 2012 | A1 |
20120193801 | Gross et al. | Aug 2012 | A1 |
20120220835 | Chung | Aug 2012 | A1 |
20120248093 | Ulrich et al. | Oct 2012 | A1 |
20120254810 | Heck et al. | Oct 2012 | A1 |
20120268416 | Pirogov et al. | Oct 2012 | A1 |
20120270564 | Gum et al. | Oct 2012 | A1 |
20120280900 | Wang et al. | Nov 2012 | A1 |
20120298748 | Factor et al. | Nov 2012 | A1 |
20120310665 | Xu et al. | Dec 2012 | A1 |
20130016070 | Starner et al. | Jan 2013 | A1 |
20130027218 | Schwarz et al. | Jan 2013 | A1 |
20130035563 | Angellides | Feb 2013 | A1 |
20130046544 | Kay et al. | Feb 2013 | A1 |
20130053653 | Cuddihy et al. | Feb 2013 | A1 |
20130078624 | Holmes et al. | Mar 2013 | A1 |
20130082922 | Miller | Apr 2013 | A1 |
20130083173 | Geisner et al. | Apr 2013 | A1 |
20130086533 | Stienstra | Apr 2013 | A1 |
20130096439 | Lee et al. | Apr 2013 | A1 |
20130102217 | Jeon | Apr 2013 | A1 |
20130104084 | Mlyniec et al. | Apr 2013 | A1 |
20130113647 | Sentelle et al. | May 2013 | A1 |
20130113830 | Suzuki | May 2013 | A1 |
20130117377 | Miller | May 2013 | A1 |
20130132931 | Bruns et al. | May 2013 | A1 |
20130147833 | Aubauer et al. | Jun 2013 | A1 |
20130150735 | Cheng | Jun 2013 | A1 |
20130161078 | Li | Jun 2013 | A1 |
20130169471 | Lynch | Jul 2013 | A1 |
20130176161 | Derham et al. | Jul 2013 | A1 |
20130176258 | Dahl et al. | Jul 2013 | A1 |
20130194173 | Zhu et al. | Aug 2013 | A1 |
20130195330 | Kim et al. | Aug 2013 | A1 |
20130196716 | Muhammad | Aug 2013 | A1 |
20130207962 | Oberdorfer et al. | Aug 2013 | A1 |
20130229508 | Li et al. | Sep 2013 | A1 |
20130241765 | Kozma et al. | Sep 2013 | A1 |
20130245986 | Grokop et al. | Sep 2013 | A1 |
20130253029 | Jain et al. | Sep 2013 | A1 |
20130260630 | Ito et al. | Oct 2013 | A1 |
20130263029 | Rossi et al. | Oct 2013 | A1 |
20130278499 | Anderson | Oct 2013 | A1 |
20130278501 | Bulzacki | Oct 2013 | A1 |
20130281024 | Rofougaran | Oct 2013 | A1 |
20130283203 | Batraski et al. | Oct 2013 | A1 |
20130322729 | Mestha et al. | Dec 2013 | A1 |
20130332438 | Li et al. | Dec 2013 | A1 |
20130345569 | Mestha et al. | Dec 2013 | A1 |
20140005809 | Frei et al. | Jan 2014 | A1 |
20140022108 | Alberth et al. | Jan 2014 | A1 |
20140028539 | Newham et al. | Jan 2014 | A1 |
20140049487 | Konertz et al. | Feb 2014 | A1 |
20140050354 | Heim et al. | Feb 2014 | A1 |
20140051941 | Messerschmidt | Feb 2014 | A1 |
20140070957 | Longinotti-Buitoni et al. | Mar 2014 | A1 |
20140072190 | Wu et al. | Mar 2014 | A1 |
20140073486 | Ahmed et al. | Mar 2014 | A1 |
20140073969 | Zou et al. | Mar 2014 | A1 |
20140081100 | Muhsin et al. | Mar 2014 | A1 |
20140095480 | Marantz et al. | Apr 2014 | A1 |
20140097979 | Nohara et al. | Apr 2014 | A1 |
20140121540 | Raskin | May 2014 | A1 |
20140135631 | Brumback et al. | May 2014 | A1 |
20140139422 | Mistry et al. | May 2014 | A1 |
20140139430 | Leung | May 2014 | A1 |
20140139616 | Pinter et al. | May 2014 | A1 |
20140143678 | Mistry et al. | May 2014 | A1 |
20140149859 | Van Dyken et al. | May 2014 | A1 |
20140181509 | Liu | Jun 2014 | A1 |
20140184496 | Gribetz et al. | Jul 2014 | A1 |
20140184499 | Kim | Jul 2014 | A1 |
20140188989 | Stekkelpak et al. | Jul 2014 | A1 |
20140191939 | Penn et al. | Jul 2014 | A1 |
20140200416 | Kashef et al. | Jul 2014 | A1 |
20140201690 | Holz | Jul 2014 | A1 |
20140208275 | Mongia et al. | Jul 2014 | A1 |
20140215389 | Walsh et al. | Jul 2014 | A1 |
20140239065 | Zhou et al. | Aug 2014 | A1 |
20140244277 | Krishna Rao et al. | Aug 2014 | A1 |
20140246415 | Wittkowski | Sep 2014 | A1 |
20140247212 | Kim et al. | Sep 2014 | A1 |
20140250515 | Jakobsson | Sep 2014 | A1 |
20140253431 | Gossweiler et al. | Sep 2014 | A1 |
20140253709 | Bresch et al. | Sep 2014 | A1 |
20140262478 | Harris et al. | Sep 2014 | A1 |
20140270698 | Luna et al. | Sep 2014 | A1 |
20140275854 | Venkatraman et al. | Sep 2014 | A1 |
20140280295 | Kurochikin et al. | Sep 2014 | A1 |
20140281975 | Anderson | Sep 2014 | A1 |
20140282877 | Mahaffey et al. | Sep 2014 | A1 |
20140297006 | Sadhu | Oct 2014 | A1 |
20140298266 | Lapp | Oct 2014 | A1 |
20140300506 | Alton et al. | Oct 2014 | A1 |
20140306936 | Dahl et al. | Oct 2014 | A1 |
20140309855 | Tran | Oct 2014 | A1 |
20140316261 | Lux et al. | Oct 2014 | A1 |
20140318699 | Longinotti-Buitoni et al. | Oct 2014 | A1 |
20140324888 | Xie et al. | Oct 2014 | A1 |
20140329567 | Chan et al. | Nov 2014 | A1 |
20140333467 | Inomata | Nov 2014 | A1 |
20140343392 | Yang | Nov 2014 | A1 |
20140347295 | Kim et al. | Nov 2014 | A1 |
20140357369 | Callens et al. | Dec 2014 | A1 |
20140368378 | Crain | Dec 2014 | A1 |
20140368441 | Touloumtzis | Dec 2014 | A1 |
20140376788 | Xu et al. | Dec 2014 | A1 |
20150002391 | Chen | Jan 2015 | A1 |
20150009096 | Lee et al. | Jan 2015 | A1 |
20150026815 | Barrett | Jan 2015 | A1 |
20150029050 | Driscoll et al. | Jan 2015 | A1 |
20150030256 | Brady et al. | Jan 2015 | A1 |
20150040040 | Balan et al. | Feb 2015 | A1 |
20150046183 | Cireddu | Feb 2015 | A1 |
20150062033 | Ishihara | Mar 2015 | A1 |
20150068069 | Tran et al. | Mar 2015 | A1 |
20150077282 | Mohamadi | Mar 2015 | A1 |
20150077345 | Hwang et al. | Mar 2015 | A1 |
20150085060 | Fish et al. | Mar 2015 | A1 |
20150091820 | Rosenberg et al. | Apr 2015 | A1 |
20150091858 | Rosenberg et al. | Apr 2015 | A1 |
20150091859 | Rosenberg et al. | Apr 2015 | A1 |
20150091903 | Costello et al. | Apr 2015 | A1 |
20150099941 | Tran | Apr 2015 | A1 |
20150100328 | Kress et al. | Apr 2015 | A1 |
20150109164 | Takaki | Apr 2015 | A1 |
20150112606 | He et al. | Apr 2015 | A1 |
20150133017 | Liao et al. | May 2015 | A1 |
20150143601 | Longinotti-Buitoni et al. | May 2015 | A1 |
20150145805 | Liu | May 2015 | A1 |
20150162729 | Reversat et al. | Jun 2015 | A1 |
20150177866 | Hwang et al. | Jun 2015 | A1 |
20150185314 | Corcos et al. | Jul 2015 | A1 |
20150199045 | Robucci et al. | Jul 2015 | A1 |
20150205358 | Lyren | Jul 2015 | A1 |
20150223733 | Al-Alusi | Aug 2015 | A1 |
20150226004 | Thompson | Aug 2015 | A1 |
20150229885 | Offenhaeuser | Aug 2015 | A1 |
20150256763 | Niemi | Sep 2015 | A1 |
20150261320 | Leto | Sep 2015 | A1 |
20150268027 | Gerdes | Sep 2015 | A1 |
20150268799 | Starner et al. | Sep 2015 | A1 |
20150277569 | Sprenger et al. | Oct 2015 | A1 |
20150280102 | Tajitsu et al. | Oct 2015 | A1 |
20150285906 | Hooper et al. | Oct 2015 | A1 |
20150287187 | Redtel | Oct 2015 | A1 |
20150301167 | Sentelle | Oct 2015 | A1 |
20150312041 | Choi | Oct 2015 | A1 |
20150314780 | Stenneth et al. | Nov 2015 | A1 |
20150317518 | Fujimaki et al. | Nov 2015 | A1 |
20150323993 | Levesque et al. | Nov 2015 | A1 |
20150332075 | Burch | Nov 2015 | A1 |
20150341550 | Lay | Nov 2015 | A1 |
20150346820 | Poupyrev et al. | Dec 2015 | A1 |
20150350902 | Baxley et al. | Dec 2015 | A1 |
20150351703 | Phillips et al. | Dec 2015 | A1 |
20150370250 | Bachrach et al. | Dec 2015 | A1 |
20150375339 | Sterling et al. | Dec 2015 | A1 |
20160018948 | Parvarandeh et al. | Jan 2016 | A1 |
20160026253 | Bradski et al. | Jan 2016 | A1 |
20160038083 | Ding et al. | Feb 2016 | A1 |
20160041617 | Poupyrev | Feb 2016 | A1 |
20160041618 | Poupyrev | Feb 2016 | A1 |
20160042169 | Polehn | Feb 2016 | A1 |
20160048235 | Poupyrev | Feb 2016 | A1 |
20160048236 | Poupyrev | Feb 2016 | A1 |
20160048672 | Lux et al. | Feb 2016 | A1 |
20160054792 | Poupyrev | Feb 2016 | A1 |
20160054803 | Poupyrev | Feb 2016 | A1 |
20160054804 | Gollakata et al. | Feb 2016 | A1 |
20160055201 | Poupyrev et al. | Feb 2016 | A1 |
20160077202 | Hirvonen | Mar 2016 | A1 |
20160090839 | Stolarcyzk | Mar 2016 | A1 |
20160098089 | Poupyrev | Apr 2016 | A1 |
20160100166 | Dragne et al. | Apr 2016 | A1 |
20160103500 | Hussey et al. | Apr 2016 | A1 |
20160106328 | Mestha et al. | Apr 2016 | A1 |
20160131741 | Park | May 2016 | A1 |
20160140872 | Palmer et al. | May 2016 | A1 |
20160145776 | Roh | May 2016 | A1 |
20160170491 | Jung | Jun 2016 | A1 |
20160171293 | Li et al. | Jun 2016 | A1 |
20160186366 | McMaster | Jun 2016 | A1 |
20160206244 | Rogers | Jul 2016 | A1 |
20160213331 | Gil et al. | Jul 2016 | A1 |
20160216825 | Forutanpour | Jul 2016 | A1 |
20160220152 | Meriheina et al. | Aug 2016 | A1 |
20160234365 | Alameh et al. | Aug 2016 | A1 |
20160249698 | Berzowska et al. | Sep 2016 | A1 |
20160252607 | Saboo et al. | Sep 2016 | A1 |
20160252965 | Mandella et al. | Sep 2016 | A1 |
20160253044 | Katz | Sep 2016 | A1 |
20160259037 | Molchanov et al. | Sep 2016 | A1 |
20160262685 | Wagner et al. | Sep 2016 | A1 |
20160282988 | Poupyrev | Sep 2016 | A1 |
20160283101 | Schwesig et al. | Sep 2016 | A1 |
20160284436 | Fukuhara et al. | Sep 2016 | A1 |
20160287172 | Morris et al. | Oct 2016 | A1 |
20160299526 | Inagaki et al. | Oct 2016 | A1 |
20160306034 | Trotta et al. | Oct 2016 | A1 |
20160320852 | Poupyrev | Nov 2016 | A1 |
20160320853 | Lien et al. | Nov 2016 | A1 |
20160320854 | Lien et al. | Nov 2016 | A1 |
20160321428 | Rogers | Nov 2016 | A1 |
20160338599 | DeBusschere et al. | Nov 2016 | A1 |
20160345638 | Robinson et al. | Dec 2016 | A1 |
20160349790 | Connor | Dec 2016 | A1 |
20160349845 | Poupyrev et al. | Dec 2016 | A1 |
20160377712 | Wu et al. | Dec 2016 | A1 |
20170029985 | Tajitsu et al. | Feb 2017 | A1 |
20170052618 | Lee et al. | Feb 2017 | A1 |
20170060254 | Molchanov et al. | Mar 2017 | A1 |
20170060298 | Hwang et al. | Mar 2017 | A1 |
20170075481 | Chou et al. | Mar 2017 | A1 |
20170075496 | Rosenberg et al. | Mar 2017 | A1 |
20170097413 | Gillian et al. | Apr 2017 | A1 |
20170097684 | Lien | Apr 2017 | A1 |
20170115777 | Poupyrev | Apr 2017 | A1 |
20170124407 | Micks et al. | May 2017 | A1 |
20170125940 | Karagozler et al. | May 2017 | A1 |
20170168630 | Khoshkava et al. | Jun 2017 | A1 |
20170192523 | Poupyrev | Jul 2017 | A1 |
20170192629 | Takada et al. | Jul 2017 | A1 |
20170196513 | Longinotti-Buitoni et al. | Jul 2017 | A1 |
20170232538 | Robinson et al. | Aug 2017 | A1 |
20170233903 | Jeon | Aug 2017 | A1 |
20170249033 | Podhajny et al. | Aug 2017 | A1 |
20170322633 | Shen et al. | Nov 2017 | A1 |
20170325337 | Karagozler et al. | Nov 2017 | A1 |
20170325518 | Poupyrev et al. | Nov 2017 | A1 |
20170329412 | Schwesig et al. | Nov 2017 | A1 |
20170329425 | Karagozler et al. | Nov 2017 | A1 |
20180000354 | DeBusschere et al. | Jan 2018 | A1 |
20180000355 | DeBusschere et al. | Jan 2018 | A1 |
20180004301 | Poupyrev | Jan 2018 | A1 |
20180005766 | Fairbanks et al. | Jan 2018 | A1 |
20180046258 | Poupyrev | Feb 2018 | A1 |
20180106897 | Shouldice et al. | Apr 2018 | A1 |
20180113032 | Dickey et al. | Apr 2018 | A1 |
20180157330 | Gu et al. | Jun 2018 | A1 |
20180160943 | Fyfe et al. | Jun 2018 | A1 |
20180177464 | DeBusschere et al. | Jun 2018 | A1 |
20180196527 | Poupyrev et al. | Jul 2018 | A1 |
20180256106 | Rogers et al. | Sep 2018 | A1 |
20180296163 | DeBusschere et al. | Oct 2018 | A1 |
20190033981 | Poupyrev | Jan 2019 | A1 |
20190232156 | Amihood et al. | Aug 2019 | A1 |
20190257939 | Schwesig et al. | Aug 2019 | A1 |
20190321719 | Gillian et al. | Oct 2019 | A1 |
20200089314 | Poupyrev et al. | Mar 2020 | A1 |
20200264765 | Poupyrev et al. | Aug 2020 | A1 |
Number | Date | Country |
---|---|---|
1462382 | Dec 2003 | CN |
101751126 | Jun 2010 | CN |
102184020 | Sep 2011 | CN |
102414641 | Apr 2012 | CN |
102473032 | May 2012 | CN |
102782612 | Nov 2012 | CN |
102893327 | Jan 2013 | CN |
202887794 | Apr 2013 | CN |
103076911 | May 2013 | CN |
103502911 | Jan 2014 | CN |
102660988 | Mar 2014 | CN |
104035552 | Sep 2014 | CN |
104838336 | Aug 2015 | CN |
103355860 | Jan 2016 | CN |
102011075725 | Nov 2012 | DE |
102013201359 | Jul 2014 | DE |
0161895 | Nov 1985 | EP |
1785744 | May 2007 | EP |
1815788 | Aug 2007 | EP |
2417908 | Feb 2012 | EP |
2637081 | Sep 2013 | EP |
2770408 | Aug 2014 | EP |
2953007 | Dec 2015 | EP |
3201726 | Aug 2017 | EP |
3017722 | Aug 2015 | FR |
2070469 | Sep 1981 | GB |
2443208 | Apr 2008 | GB |
113860 | Apr 1999 | JP |
11168268 | Jun 1999 | JP |
2003280049 | Oct 2003 | JP |
2006234716 | Sep 2006 | JP |
2007011873 | Jan 2007 | JP |
2007132768 | May 2007 | JP |
2007266772 | Oct 2007 | JP |
2008287714 | Nov 2008 | JP |
2008293501 | Dec 2008 | JP |
2009037434 | Feb 2009 | JP |
2011102457 | May 2011 | JP |
201218583 | Sep 2012 | JP |
2012198916 | Oct 2012 | JP |
2012208714 | Oct 2012 | JP |
2013196047 | Sep 2013 | JP |
2013251913 | Dec 2013 | JP |
2014532332 | Dec 2014 | JP |
1020080102516 | Nov 2008 | KR |
100987650 | Oct 2010 | KR |
20140027837 | Mar 2014 | KR |
1020140055985 | May 2014 | KR |
101914850 | Oct 2018 | KR |
201425974 | Jul 2014 | TW |
9001895 | Mar 1990 | WO |
0130123 | Apr 2001 | WO |
2001027855 | Apr 2001 | WO |
0175778 | Oct 2001 | WO |
2002082999 | Oct 2002 | WO |
2004004557 | Jan 2004 | WO |
2004053601 | Jun 2004 | WO |
2005033387 | Apr 2005 | WO |
2005103863 | Nov 2005 | WO |
2007125298 | Nov 2007 | WO |
2008061385 | May 2008 | WO |
2009032073 | Mar 2009 | WO |
2009083467 | Jul 2009 | WO |
2010032173 | Mar 2010 | WO |
2010101697 | Sep 2010 | WO |
2012026013 | Mar 2012 | WO |
2012064847 | May 2012 | WO |
2012152476 | Nov 2012 | WO |
2013082806 | Jun 2013 | WO |
2013084108 | Jun 2013 | WO |
2013137412 | Sep 2013 | WO |
2013154864 | Oct 2013 | WO |
2013186696 | Dec 2013 | WO |
2013191657 | Dec 2013 | WO |
2013192166 | Dec 2013 | WO |
2014019085 | Feb 2014 | WO |
2014085369 | Jun 2014 | WO |
2014116968 | Jul 2014 | WO |
2014124520 | Aug 2014 | WO |
2014136027 | Sep 2014 | WO |
2014138280 | Sep 2014 | WO |
2014160893 | Oct 2014 | WO |
2014165476 | Oct 2014 | WO |
2014204323 | Dec 2014 | WO |
2015017931 | Feb 2015 | WO |
2015022671 | Feb 2015 | WO |
2015149049 | Oct 2015 | WO |
2016053624 | Apr 2016 | WO |
2016118534 | Jul 2016 | WO |
2016176471 | Nov 2016 | WO |
2016176600 | Nov 2016 | WO |
2016178797 | Nov 2016 | WO |
2017019299 | Feb 2017 | WO |
2017062566 | Apr 2017 | WO |
2017200570 | Nov 2017 | WO |
2017200571 | Nov 2017 | WO |
20170200949 | Nov 2017 | WO |
2018106306 | Jun 2018 | WO |
Entry |
---|
David P. Duncan, “Motion Compensation of Synthetic Aperture Radar”, Microwave Earth Remote Sensing Laboratory, Brigham Young University, Apr. 15, 2003, 5 pages. |
“Written Opinion”, PCT Application No. PCT/US2016/065295, dated Apr. 13, 2018, 8 pages. |
“First Examination Report”, GB Application No. 1621332.4, dated May 16, 2017, 7 pages. |
“International Search Report and Written Opinion”, PCT Application No. PCT/US2016/065295, dated Mar. 14, 2017, 12 pages. |
Antonimuthu, “Google's Project Soli brings Gesture Control to Wearables using Radar”, YouTube[online], Available from https://www.youtube.com/watch?v=czJfcgvQcNA as accessed on May 9, 2017; See whole video, especially 6:05-6:35. |
“Preliminary Report on Patentability”, PCT Application No. PCT/US2016/065295, dated Jul. 24, 2018, 18 pages. |
“Advisory Action”, U.S. Appl. No. 14/504,139, dated Aug. 28, 2017, 3 pages. |
“Apple Watch Used Four Sensors to Detect your Pulse”, retrieved from http://www.theverge.com/2014/9/9/6126991 / apple-watch-four-back-sensors-detect-activity on Sep. 23, 2017 as cited in PCT search report for PCT Application No. PCT/US2016/026756 dated Nov. 10, 2017; The Verge, paragraph 1, Sep. 9, 2014, 4 pages. |
“Cardio”, Retrieved From: <http://www.cardiio.com/> Apr. 15, 2015 App Information Retrieved From: <https://itunes.apple.com/us/app/cardiio-touchless-camera-pulse/id542891434?Is=1&mt=8> Apr. 15, 2015, Feb. 24, 2015, 6 pages. |
“Clever Toilet Checks on Your Health”, CNN.Com; Technology, Jun. 28, 2005, 2 pages. |
“Combined Search and Examination Report”, GB Application No. 1620892.8, dated Apr. 6, 2017 , 5 pages. |
“Combined Search and Examination Report”, GB Application No. 1620891.0, dated May 31, 2017, 9 pages. |
“Corrected Notice of Allowance”, U.S. Appl. No. 15/362,359, dated Sep. 17, 2018, 10 pages. |
“Corrected Notice of Allowance”, U.S. Appl. No. 14/582,896, dated Dec. 19, 2016, 2 pages. |
“Corrected Notice of Allowance”, U.S. Appl. No. 14/504,061, dated Dec. 27, 2016 , 2 pages. |
“Corrected Notice of Allowance”, U.S. Appl. No. 14/582,896, dated Feb. 6, 2017 , 2 pages. |
“Corrected Notice of Allowance”, U.S. Appl. No. 14/582,896, dated Feb. 23, 2017 , 2 pages. |
“Corrected Notice of Allowance”, U.S. Appl. No. 14/930,220, dated Mar. 20, 2017 , 2 pages. |
“Corrected Notice of Allowance”, U.S. Appl. No. 14/930,220, dated May 11, 2017 , 2 pages. |
“Corrected Notice of Allowance”, U.S. Appl. No. 14/312,486, dated Oct. 28, 2016 , 4 pages. |
“Corrected Notice of Allowance”, U.S. Appl. No. 14/312,486, dated Jan. 23, 2017 , 4 pages. |
“Extended European Search Report”, EP Application No. 15170577.9, dated Nov. 5, 2015 , 12 pages. |
“Final Office Action”, U.S. Appl. No. 14/504,061, dated Mar. 9, 2016 , 10 pages. |
“Final Office Action”, U.S. Appl. No. 14/681,625, dated Dec. 7, 2016 , 10 pages. |
“Final Office Action”, U.S. Appl. No. 15/287,253, dated Apr. 2, 2019, 10 pages. |
“Final Office Action”, U.S. Appl. No. 15/398,147, dated Jun. 30, 2017, 11 pages. |
“Final Office Action”, U.S. Appl. No. 14/959,799, dated Jul. 19, 2017, 12 pages. |
“Final Office Action”, U.S. Appl. No. 14/731,195, dated Oct. 11, 2018, 12 pages. |
“Final Office Action”, U.S. Appl. No. 15/595,649, dated May 23, 2018, 13 pages. |
“Final Office Action”, U.S. Appl. No. 14/715,454, dated Sep. 7, 2017, 14 pages. |
“Final Office Action”, U.S. Appl. No. 14/504,139, dated May 1, 2018, 14 pages. |
“Final Office Action”, U.S. Appl. No. 15/286,512, dated Dec. 26, 2018, 15 pages. |
“Final Office Action”, U.S. Appl. No. 15/142,619, dated Feb. 8, 2018, 15 pages. |
“Final Office Action”, U.S. Appl. No. 14/504,121, dated Aug. 8, 2017, 16 pages. |
“Final Office Action”, U.S. Appl. No. 14/959,730, dated Nov. 22, 2017, 16 pages. |
“Final Office Action”, U.S. Appl. No. 15/142,689, dated Jun. 1, 2018, 16 pages. |
“Final Office Action”, U.S. Appl. No. 14/959,799, dated Jan. 4, 2018, 17 pages. |
“Final Office Action”, U.S. Appl. No. 14/720,632, dated Jan. 9, 2018, 18 pages. |
“Final Office Action”, U.S. Appl. No. 14/518,863, dated May 5, 2017 , 18 pages. |
“Final Office Action”, U.S. Appl. No. 14/959,901, dated Aug. 25, 2017, 19 pages. |
“Final Office Action”, U.S. Appl. No. 15/093,533, dated Mar. 21, 2018, 19 pages. |
“Final Office Action”, U.S. Appl. No. 14/715,454, dated Apr. 17, 2018, 19 pages. |
“Final Office Action”, U.S. Appl. No. 14/518,863, dated Apr. 5, 2018, 21 pages. |
“Final Office Action”, U.S. Appl. No. 14/959,901, dated Jun. 15, 2018, 21 pages. |
“Final Office Action”, U.S. Appl. No. 15/287,308, dated Feb. 8, 2019, 23 pages. |
“Final Office Action”, U.S. Appl. No. 14/599,954, dated Aug. 10, 2016 , 23 pages. |
“Final Office Action”, U.S. Appl. No. 14/504,038, dated Sep. 27, 2016 , 23 pages. |
“Final Office Action”, U.S. Appl. No. 14/504,121, dated Jul. 9, 2018, 23 pages. |
“Final Office Action”, U.S. Appl. No. 15/286,152, dated Jun. 26, 2018, 25 pages. |
“Final Office Action”, U.S. Appl. No. 15/403,066, dated Oct. 5, 2017, 31 pages. |
“Final Office Action”, U.S. Appl. No. 15/267,181, dated Jun. 7, 2018, 31 pages. |
“Final Office Action”, U.S. Appl. No. 14/312,486, dated Jun. 3, 2016 , 32 pages. |
“Final Office Action”, U.S. Appl. No. 15/166,198, dated Sep. 27, 2018, 33 pages. |
“Final Office Action”, U.S. Appl. No. 14/699,181, daed May 4, 2018, 41 pages. |
“Final Office Action”, U.S. Appl. No. 14/715,793, dated Sep. 12, 2017, 7 pages. |
“Final Office Action”, U.S. Appl. No. 14/809,901, dated Dec. 13, 2018, 7 pages. |
“Final Office Action”, U.S. Appl. No. 14/874,955, dated Jun. 30, 2017, 9 pages. |
“Final Office Action”, U.S. Appl. No. 14/874,955, dated Jun. 11, 2018, 9 pages. |
“First Action Interview OA”, U.S. Appl. No. 14/715,793, dated Jun. 21, 2017, 3 pages. |
“First Action Interview Office Action”, U.S. Appl. No. 14/959,901, dated Apr. 14, 2017 , 3 pages. |
“First Action Interview Office Action”, U.S. Appl. No. 14/731,195, dated Jun. 21, 2018, 4 pages. |
“First Action Interview Office Action”, U.S. Appl. No. 15/286,152, dated Mar. 1, 2018, 5 pages. |
“First Action Interview Office Action”, U.S. Appl. No. 15/166,198, dated Apr. 25, 2018, 8 pages. |
“First Action Interview Pilot Program Pre-Interview Communication”, U.S. Appl. No. 14/731,195, dated Aug. 1, 2017, 3 pages. |
“Foreign Office Action”, Chinese Application No. 201580034536.8, dated Oct. 9, 2018. |
“Foreign Office Action”, KR Application No. 10-2016-7036023, dated Aug. 11, 2017, 10 pages. |
“Foreign Office Action”, Japanese Application No. 2018-501256, dated Jul. 24, 2018, 11 pages. |
“Foreign Office Action”, Chinese Application No. 201580036075.8, dated Jul. 4, 2018, 14 page. |
“Foreign Office Action”, CN Application No. 201580034908.7, dated Jul. 3, 2018, 17 pages. |
“Foreign Office Action”, Chinese Application No. 201721290290.3, dated Mar. 9, 2018, 2 pages. |
“Foreign Office Action”, JP App. No. 2016-567813, dated Jan. 16, 2018, 3 pages. |
“Foreign Office Action”, Korean Application No. 10-2016-7036015, dated Oct. 15, 2018, 3 pages. |
“Foreign Office Action”, Japanese Application No. 2018501256, dated Feb. 26, 2019, 3 pages. |
“Foreign Office Action”, Japanese Application No. 2016-567839, dated Apr. 3, 2018, 3 pages. |
“Foreign Office Action”, European Application No. 16784352.3, dated May 16, 2018, 3 pages. |
“Foreign Office Action”, Chinese Application No. 201721290290.3, dated Jun. 6, 2018, 3 pages. |
“Foreign Office Action”, KR Application No. 10-2016-7035397, dated Sep. 20, 2017, 5 pages. |
“Foreign Office Action”, UK Application No. 1620891.0, dated Dec. 6, 2018, 5 pages. |
“Foreign Office Action”, Chinese Application No. 201580036075.8, dated Feb. 19, 2019, 5 pages. |
“Foreign Office Action”, Korean Application No. 1020187012629, dated May 24, 2018, 6 pages. |
“Foreign Office Action”, EP Application No. 15170577.9, dated May 30, 2017, 7 pages. |
“Foreign Office Action”, Korean Application No. 10-2016-7036396, dated Jan. 3, 2018, 7 pages. |
“Foreign Office Action”, JP Application No. 2016567813, dated Sep. 22, 2017, 8 pages. |
“Foreign Office Action”, Japanese Application No. 2018021296, dated Dec. 25, 2018, 8 pages. |
“Foreign Office Action”, EP Application No. 15754323.2, dated Mar. 9, 2018, 8 pages. |
“Frogpad Introduces Wearable Fabric Keyboard with Bluetooth Technology”, Retrieved From: <http://www.geekzone.co.nz/content.asp?contentid=3898> Mar. 16, 2015, Jan. 7, 2005 , 2 pages. |
“International Preliminary Report on Patentability”, PCT Application No. PCT/US2016/063874, dated Nov. 29, 2018, 12 pages. |
“International Preliminary Report on Patentability”, Application No. PCT/US2015/030388, dated Dec. 15, 2016 , 12 pages. |
“International Preliminary Report on Patentability”, Application No. PCT/US2015/043963, dated Feb. 16, 2017 , 12 pages. |
“International Preliminary Report on Patentability”, Application No. PCT/US2015/050903, dated Apr. 13, 2017 , 12 pages. |
“International Preliminary Report on Patentability”, Application No. PCT/US2015/043949, dated Feb. 16, 2017 , 13 pages. |
“International Preliminary Report on Patentability”, PCT Application No. PCT/US2017/032733, dated Nov. 29, 2018, 7 pages. |
“International Preliminary Report on Patentability”, PCT Application No. PCT/US2016/026756, dated Oct. 19, 2017, 8 pages. |
“International Preliminary Report on Patentability”, Application No. PCT/US2015/044774, dated Mar. 2, 2017 , 8 pages. |
“International Search Report and Written Opinion”, Application No. PCT/US2016/060399, dated Jan. 30, 2017 , 11 pages. |
“International Search Report and Written Opinion”, Application No. PCT/US2015/044774, dated Nov. 3, 2015 , 12 pages. |
“International Search Report and Written Opinion”, Application No. PCT/US2016/042013, dated Oct. 26, 2016 , 12 pages. |
“International Search Report and Written Opinion”, Application No. PCT/US2016/062082, dated Feb. 23, 2017 , 12 pages. |
“International Search Report and Written Opinion”, PCT/US2017/047691, dated Nov. 16, 2017, 13 pages. |
“International Search Report and Written Opinion”, Application No. PCT/US2016/024267, dated Jun. 20, 2016 , 13 pages. |
“International Search Report and Written Opinion”, Application No. PCT/US2016/024273, dated Jun. 20, 2016 , 13 pages. |
“International Search Report and Written Opinion”, Application No. PCT/US2016/032307, dated Aug. 25, 2016 , 13 pages. |
“International Search Report and Written Opinion”, Application No. PCT/US2016/034366, dated Nov. 17, 2016 , 13 pages. |
“International Search Report and Written Opinion”, Application No. PCT/US2016/029820, dated Jul. 15, 2016 , 14 pages. |
“International Search Report and Written Opinion”, Application No. PCT/US2016/055671, dated Dec. 1, 2016 , 14 pages. |
“International Search Report and Written Opinion”, Application No. PCT/US2016/030177, dated Aug. 2, 2016 , 15 pages. |
“International Search Report and Written Opinion”, PCT Application No. PCT/US2017/051663, dated Nov. 29, 2017, 16 pages. |
“International Search Report and Written Opinion”, Application No. PCT/US2015/043963, dated Nov. 24, 2015 , 16 pages. |
“International Search Report and Written Opinion”, Application No. PCT/US2016/024289, dated Aug. 25, 2016 , 17 pages. |
“International Search Report and Written Opinion”, Application No. PCT/US2015/043949, dated Dec. 1, 2015 , 18 pages. |
“International Search Report and Written Opinion”, Application No. PCT/US2015/050903, dated Feb. 19, 2016 , 18 pages. |
“International Search Report and Written Opinion”, Application No. PCT/US2016/030115, dated Aug. 8, 2016 , 18 pages. |
“International Search Report and Written Opinion”, Application No. PCT/US2016/063874, dated May 11, 2017, 19 pages. |
“International Search Report and Written Opinion”, Application No. PCT/US2016/033342, dated Oct. 27, 2016 , 20 pages. |
“Life:X Lifestyle eXplorer”, Retrieved from <https://web. archive.org/web/20150318093841/http://research.microsoft.com/en-us/projects/lifex >, Feb. 3, 2017 , 2 pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/596,702, dated Jan. 4, 2019, 10 pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/286,837, dated Oct. 26, 2018, 10 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/504,139, dated Jan. 27, 2017 , 10 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/959,799, dated Jan. 27, 2017 , 10 pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/398,147, dated Mar. 9, 2017 , 10 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/504,139, dated Oct. 18, 2017, 12 pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/287,155, dated Dec. 10, 2018, 12 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/666,155, dated Feb. 3, 2017 , 12 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/504,121, dated Jan. 9, 2017 , 13 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/809,901, dated May 24, 2018, 13 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/959,730, dated Jun. 23, 2017, 14 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/862,409, dated Jun. 22, 2017, 15 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/930,220, dated Sep. 14, 2016 , 15 pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/286,512, dated Jul. 19, 2018, 15 pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/142,829, dated Aug. 16, 2018, 15 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/720,632, dated Jun. 14, 2017, 16 pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/142,619, dated Aug. 25, 2017, 16 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/959,799, dated Sep. 8, 2017, 16 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/715,454, dated Jan. 11, 2018, 16 pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/595,649, dated Oct. 31, 2017, 16 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/504,139, dated Oct. 5, 2018, 16 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/518,863, dated Oct. 14, 2016 , 16 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/599,954, dated Jan. 26, 2017 , 16 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/862,409, dated Dec. 14, 2017, 17 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/599,954, dated Feb. 2, 2016 , 17 pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/287,253, dated Apr. 5, 2018, 17 pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/093,533, dated Aug. 24, 2017, 18 pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/142,689, dated Oct. 4, 2017, 18 pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/287,308, dated Oct. 15, 2018, 18 pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/286,537, dated Nov. 19, 2018, 18 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/504,121, dated Jan. 2, 2018, 19 pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/287,253, dated Sep. 7, 2018, 20 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/518,863, dated Sep. 29, 2017, 20 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/720,632, dated May 18, 2018, 20 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/959,901, dated Jan. 8, 2018, 21 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/959,901, dated Oct. 11, 2018, 22 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/504,038, dated Feb. 26, 2016 , 22 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/312,486, dated Oct. 23, 2015 , 25 pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/286,152, dated Oct. 19, 2018, 27 pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/267,181, dated Feb. 8, 2018, 29 pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/403,066, dated May 4, 2017 , 31 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/699,181, dated Oct. 18, 2017, 33 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/504,038, dated Mar. 22, 2017 , 33 pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/287,394, dated Mar. 22, 2019, 39 pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/398,147, dated Sep. 8, 2017, 7 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/874,955, dated Feb. 8, 2018, 7 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/681,625, dated Mar. 6, 2017 , 7 pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/586,174, dated Jun. 18, 2018, 7 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/504,061, dated Nov. 4, 2015 , 8 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/874,955, dated Feb. 27, 2017 , 8 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/582,896, dated Jun. 29, 2016 , 9 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/681,625, dated Aug. 12, 2016 , 9 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/666,155, dated Aug. 24, 2016 , 9 pages. |
“Non-Final Office Action”, U.S. Appl. No. 14/513,875, dated Feb. 21, 2017 , 9 pages. |
“Non-Invasive Quantification of Peripheral Arterial Volume Distensibilitiy and its Non-Lineaer Relationship with Arterial Pressure”, Journal of Biomechanics, Pergamon Press, vol. 42, No. 8; as cited in the search report for PCT/US2016/013968 citing the whole document, but in particular the abstract, dated May 29, 2009, 2 pages. |
“Notice of Allowance”, U.S. Appl. No. 14/599,954, dated May 24, 2017 , 11 pages. |
“Notice of Allowance”, U.S. Appl. No. 14/312,486, dated Oct. 7, 2016 , 15 pages. |
“Notice of Allowance”, U.S. Appl. No. 14/504,038, dated Aug. 7, 2017, 17 pages. |
“Notice of Allowance”, U.S. Appl. No. 15/403,066, dated Jan. 8, 2018, 18 pages. |
“Notice of Allowance”, U.S. Appl. No. 15/287,200, dated Nov. 6, 2018, 19 pages. |
“Notice of Allowance”, U.S. Appl. No. 15/286,152, dated Mar. 5, 2019, 23 pages. |
“Notice of Allowance”, U.S. Appl. No. 14/715,793, dated Jul. 6, 2018, 5 pages. |
“Notice of Allowance”, U.S. Appl. No. 15/286,495, dated Jan. 17, 2019, 5 pages. |
“Notice of Allowance”, U.S. Appl. No. 15/595,649, dated Jan. 3, 2019, 5 pages. |
“Notice of Allowance”, U.S. Appl. No. 14/715,793, dated Dec. 18, 2017, 5 pages. |
“Notice of Allowance”, U.S. Appl. No. 14/666,155, dated Feb. 20, 2018, 5 pages. |
“Notice of Allowance”, U.S. Appl. No. 14/582,896, dated Nov. 7, 2016 , 5 pages. |
“Notice of Allowance”, U.S. Appl. No. 15/586,174, dated Sep. 24, 2018, 5 pages. |
“Notice of Allowance”, U.S. Appl. No. 14/513,875, dated Jun. 28, 2017, 7 pages. |
“Notice of Allowance”, U.S. Appl. No. 14/666,155, dated Jul. 10, 2017, 7 pages. |
“Notice of Allowance”, U.S. Appl. No. 14/874,955, dated Oct. 20, 2017, 7 pages. |
“Notice of Allowance”, U.S. Appl. No. 14/504,061, dated Sep. 12, 2016 , 7 pages. |
“Notice of Allowance”, U.S. Appl. No. 14/494,863, dated May 30, 2017 , 7 pages. |
“Notice of Allowance”, U.S. Appl. No. 14/681,625, dated Jun. 7, 2017 , 7 pages. |
“Notice of Allowance”, U.S. Appl. No. 15/286,837, dated Mar. 6, 2019, 7 pages. |
“Notice of Allowance”, U.S. Appl. No. 14/862,409, dated Jun. 6, 2018, 7 pages. |
“Notice of Allowance”, U.S. Appl. No. 15/362,359, dated Aug. 3, 2018, 8 pages. |
“Notice of Allowance”, U.S. Appl. No. 14/681,625, dated Oct. 23, 2017, 8 pages. |
“Notice of Allowance”, U.S. Appl. No. 14/874,955, dated Oct. 4, 2018, 8 pages. |
“Notice of Allowance”, U.S. Appl. No. 15/398,147, dated Nov. 15, 2017, 8 pages. |
“Notice of Allowance”, U.S. Appl. No. 14/959,730, dated Feb. 22, 2018, 8 pages. |
“Notice of Allowance”, U.S. Appl. No. 15/142,829, dated Feb. 6, 2019, 8 pages. |
“Notice of Allowance”, U.S. Appl. No. 14/930,220, dated Feb. 2, 2017 , 8 pages. |
“Notice of Allowance”, U.S. Appl. No. 15/595,649, dated Sep. 14, 2018, 8 pages. |
“Notice of Allowance”, U.S. Appl. No. 15/343,067, dated Jul. 27, 2017, 9 pages. |
“Notice of Allowance”, U.S. Appl. No. 15/142,689, dated Oct. 30, 2018, 9 pages. |
“Notice of Allowance”, U.S. Appl. No. 14/504,137, dated Feb. 6, 2019, 9 pages. |
“Notice of Allowance”, U.S. Appl. No. 15/142,619, dated Aug. 13, 2018, 9 pages. |
“Philips Vital Signs Camera”, Retrieved From: <http://www.vitalsignscamera.com/> Apr. 15, 2015, Jul. 17, 2013 , 2 pages. |
“Pre-Interview Communication”, U.S. Appl. No. 15/287,359, dated Jul. 24, 2018, 2 pages. |
“Pre-Interview Communication”, U.S. Appl. No. 14/513,875, dated Oct. 21, 2016 , 3 pages. |
“Pre-Interview Communication”, U.S. Appl. No. 14/959,901, dated Feb. 10, 2017 , 3 pages. |
“Pre-Interview Communication”, U.S. Appl. No. 14/959,730, dated Feb. 15, 2017 , 3 pages. |
“Pre-Interview Communication”, U.S. Appl. No. 14/715,793, dated Mar. 20, 2017 , 3 pages. |
“Pre-Interview Communication”, U.S. Appl. No. 14/715,454, dated Apr. 14, 2017 , 3 pages. |
“Pre-Interview Communication”, U.S. Appl. No. 15/343,067, dated Apr. 19, 2017 , 3 pages. |
“Pre-Interview Communication”, U.S. Appl. No. 15/286,495, dated Sep. 10, 2018, 4 pages. |
“Pre-Interview Communication”, U.S. Appl. No. 15/362,359, dated May 17, 2018, 4 pages. |
“Pre-Interview Communication”, U.S. Appl. No. 14/494,863, dated Jan. 27, 2017 , 5 pages. |
“Pre-Interview Communication”, U.S. Appl. No. 15/166,198, dated Mar. 8, 2018, 8 pages. |
“Pre-Interview First Office Action”, U.S. Appl. No. 15/286,152, dated Feb. 8, 2018, 4 pages. |
“Pre-Interview Office Action”, U.S. Appl. No. 14/862,409, dated Sep. 15, 2017, 16 pages. |
“Pre-Interview Office Action”, U.S. Appl. No. 14/731,195, dated Dec. 20, 2017, 4 pages. |
“Preliminary Report on Patentability”, PCT Application No. PCT/US2016/042013, dated Jan. 30, 2018, 7 pages. |
“Preliminary Report on Patentability”, PCT Application No. PCT/US2016/062082, dated Nov. 15, 2018, 8 pages. |
“Preliminary Report on Patentability”, PCT Application No. PCT/US2016/055671, dated Apr. 10, 2018, 9 pages. |
“Preliminary Report on Patentability”, PCT Application No. PCT/US2016/032307, dated Dec. 7, 2017, 9 pages. |
“Pressure-Volume Loop Analysis in Cardiology”, retrieved from https://en.wikipedia.org/w/index.php?t itle=Pressure-volume loop analysis in card iology&oldid=636928657 on Sep. 23, 2017; Obtained per link provided in search report from PCT/US2016/01398 dated Jul. 28, 2016, Dec. 6, 2014, 10 pages. |
“Restriction Requirement”, U.S. Appl. No. 15/362,359, dated Jan. 8, 2018, 5 pages. |
“Restriction Requirement”, U.S. Appl. No. 14/666,155, dated Jul. 22, 2016 , 5 pages. |
“Restriction Requirement”, U.S. Appl. No. 15/462,957, dated Jan. 4, 2019, 6 pages. |
“Restriction Requirement”, U.S. Appl. No. 15/352,194, dated Feb. 6, 2019, 8 pages. |
“Restriction Requirement”, U.S. Appl. No. 15/286,537, dated Aug. 27, 2018, 8 pages. |
“Textile Wire Brochure”, Retrieved at: http://www.textile-wire.ch/en/home.html, Aug. 7, 2004 , 17 pages. |
“The Dash smart earbuds play back music, and monitor your workout”, Retrieved from < http://newatlas.com/bragi-dash-tracking-earbuds/30808/>, Feb. 13, 2014 , 3 pages. |
“The Instant Blood Pressure app estimates blood pressure with your smartphone and our algorithm”, Retrieved at: http://www.instantbloodpressure.com/—Jun. 23, 2016, 6 pages. |
“Thermofocus No Touch Forehead Thermometer”, Technimed, Internet Archive. Dec. 24, 2014. https://web.archive.org/web/20141224070848/http://www.tecnimed.it:80/thermofocus-forehead-thermometer-H1N1-swine-flu.html, Dec. 24, 2018, 4 pages. |
“Written Opinion”, PCT Application No. PCT/US2017/032733, dated Jul. 24, 2017, 5 pages. |
“Written Opinion”, PCT Application No. PCT/US2017/032733, dated Jul. 26, 2017, 5 pages. |
“Written Opinion”, PCT Application No. PCT/US2016/042013, dated Feb. 2, 2017, 6 pages. |
“Written Opinion”, PCT Application No. PCT/US2016/026756, dated Nov. 10, 2016, 7 pages. |
“Written Opinion”, PCT Application No. PCT/US2016/055671, dated Apr. 13, 2017, 8 pages. |
“Written Opinion”, PCT Application No. PCT/US2017/051663, dated Oct. 12, 2018, 8 pages. |
“Written Opinion”, PCT Application PCT/US2016/013968, dated Jul. 28, 2016, 9 pages. |
“Written Opinion”, PCT Application No. PCT/US2016/030177, dated Nov. 3, 2016, 9 pages. |
Arbabian, Amin et al., “A 94GHz mm-Wave to Baseband Pulsed-Radar for Imaging and Gesture Recognition”, 2012 IEEE, 2012 Symposium on VLSI Circuits Digest of Technical Papers, Jan. 1, 2012 , 2 pages. |
Balakrishnan, Guha et al., “Detecting Pulse from Head Motions in Video”, In Proceedings: CVPR '13 Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition Available at: <http://people.csail.mit.edu/mrub/vidmag/papers/Balakrishnan_Detecting _Pulse_from_2013_CVPR_paper.pdf>, Jun. 23, 2013 , 8 pages. |
Bondade, Rajdeep et al., “A linear-assisted DC-DC hybrid power converter for envelope tracking RF power amplifiers”, 2014 IEEE Energy Conversion Congress and Exposition (ECCE), IEEE, Sep. 14, 2014, pp. 5769-5773, XP032680873, DOI: 10.1109/ECCE.2014.6954193, Sep. 14, 2014, 5 pages. |
Cheng, Jingyuan “Smart Textiles: From Niche to Mainstream”, IEEE Pervasive Computing, pp. 81-84. |
Couderc, Jean-Philippe et al., “Detection of Atrial Fibrillation using Contactless Facial Video Monitoring”, In Proceedings: Heart Rhythm Society, vol. 12, Issue 1 Available at: <http://www.heartrhythmjournal.com/article/S1547-5271(14)00924-2/pdf>, 7 pages. |
Espina, Javier et al., “Wireless Body Sensor Network for Continuous Cuff-less Blood Pressure Monitoring”, International Summer School on Medical Devices and Biosensors, 2006, 5 pages. |
Fan, Tenglong et al., “Wireless Hand Gesture Recognition Based on Continuous-Wave Doppler Radar Sensors”, IEEE Transactions on Microwave Theory and Techniques, Plenum, USA, vol. 64, No. 11, Nov. 1, 2016 (Nov. 1, 2016), pp. 4012-4012, XP011633246, ISSN: 0018-9480, DOI: 10.1109/TMTT.2016.2610427, Nov. 1, 2016, 9 pages. |
Farringdon, Jonny et al., “Wearable Sensor Badge & Sensor Jacket for Context Awareness”, Third International Symposium on Wearable Computers, 7 pages. |
Garmatyuk, Dmitriy S. et al., “Ultra-Wideband Continuous-Wave Random Noise Arc-SAR”, IEEE Transaction on Geoscience and Remote Sensing, vol. 40, No. 12, Dec. 2002, Dec. 2002, 10 pages. |
Geisheimer, Jonathan L. et al., “A Continuous-Wave (CVV) Radar for Gait Analysis”, IEEE 2001, 2001, 5 pages. |
Godana, Bruhtesfa E. “Human Movement Characterization in Indoor Environment using GNU Radio Based Radar”, Retrieved at: http://repository.tudelft.nl/islandora/object/uuid:414e1868-dd00-4113-9989-4c213f1f7094?collection=education, Nov. 30, 2009 , 100 pages. |
Gürbüz, Sevgi Z. et al., “Detection and Identification of Human Targets in Radar Data”, Proc. SPIE 6567, Signal Processing, Sensor Fusion, and Target Recognition XVI, 656701, May 7, 2007, 12 pages. |
He, David D. “A Continuous, Wearable, and Wireless Heart Monitor Using Head Ballistocardiogram (BCG) and Head Electrocardiogram (ECG) with a Nanowatt ECG Heartbeat Detection Circuit”, In Proceedings: Thesis, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology Available at: <http://dspace.mit.edu/handle/1721.1/79221>, 137 pages. |
Holleis, Paul et al., “Evaluating Capacitive Touch Input on Clothes”, Proceedings of the 10th International Conference on Human Computer Interaction, Jan. 1, 2008 , 10 pages. |
Ishijima, Masa “Unobtrusive Approaches to Monitoring Vital Signs at Home”, Medical & Biological Engineering and Computing, Springer, Berlin, DE, vol. 45, No. 11 as cited in search report for PCT/US2016/013968 dated Jul. 28, 2016, Sep. 26, 2007, 3 pages. |
Klabunde, Richard E. “Ventricular Pressure-Volume Loop Changes in Valve Disease”, Retrieved From <https://web.archive.org/web/20101201185256/http://cvphysiology.com/Heart%20Disease/HD009.htm>, Dec. 1, 2010 , 8 pages. |
Kubota, Yusuke et al., “A Gesture Recognition Approach by using Microwave Doppler Sensors”, IPSJ SIG Technical Report, 2009 (6), Information Processing Society of Japan, Apr. 15, 2010, pp. 1-8, Apr. 15, 2010, 13 pages. |
Lien, Jaime et al., “Soli: Ubiquitous Gesture Sensing with Millimeter Wave Radar”, ACM Transactions on Graphics (TOG), ACM, Us, vol. 35, No. 4, Jul. 11, 2016 (Jul. 11, 2016), pp. 1-19, XP058275791, ISSN: 0730-0301, DOI: 10.1145/2897824.2925953, Jul. 11, 2016, 19 pages. |
Martinez-Garcia, Hermino et al., “Four-quadrant linear-assisted DC/DC voltage regulator”, Analog Integrated Circuits and Signal Processing, Springer New York LLC, US, vol. 88, No. 1, Apr. 23, 2016 (Apr. 23, 2016)pp. 151-160, XP035898949, ISSN: 0925-1030, DOI: 10.1007/S10470-016-0747-8, Apr. 23, 2016, 10 pages. |
Matthews, Robert J. “Venous Pulse”, Retrieved at: http://www.rjmatthewsmd.com/Definitions/venous_pulse.htm—on Nov. 30, 2016, Apr. 13, 2013 , 7 pages. |
Nakajima, Kazuki et al., “Development of Real-Time Image Sequence Analysis for Evaluating Posture Change and Respiratory Rate of a Subject in Bed”, In Proceedings: Physiological Measurement, vol. 22, No. 3 Retrieved From: <http://iopscience.iop.org/0967-3334/22/3/401/pdf/0967-3334_22_3_401.pdf> Feb. 27, 2015, 8 pages. |
Otto, Chris et al., “System Architecture of a Wireless Body Area Sensor Network for Ubiquitous Health Monitoring”, Journal of Mobile Multimedia; vol. 1, No. 4, Jan. 10, 2006, 20 pages. |
Palese, et al., “The Effects of Earphones and Music on the Temperature Measured by Infrared Tympanic Thermometer: Preliminary Results”, ORL—head and neck nursing: official journal of the Society of Otorhinolaryngology and Head-Neck Nurses 32.2, Jan. 1, 2013 , pp. 8-12. |
Patel, P C. et al., “Applications of Electrically Conductive Yarns in Technical Textiles”, International Conference on Power System Technology (POWECON), Oct. 30, 2012 , 6 pages. |
Poh, Ming-Zher et al., “A Medical Mirror for Non-contact Health Monitoring”, In Proceedings: ACM SIGGRAPH Emerging Technologies Available at: <http://affect.media.mit.edu/pdfs/11.Poh-etal-SIGGRAPH.pdf>, Jan. 1, 2011 , 1 page. |
Poh, Ming-Zher et al., “Non-contact, Automated Cardiac Pulse Measurements Using Video Imaging and Blind Source Separation.”, In Proceedings: Optics Express, vol. 18, No. 10 Available at: <http://www.opticsinfobase.org/view_article.cfm?gotourl=http%3A%2F%2Fwww%2Eopticsinfobase%2Eorg%2FDirectPDFAccess%2F77B04D55%2DBC95%2D6937%2D5BAC49A426378C02%5F199381%2Foe%2D18%2D10%2D10762%2Ep, May 7, 2010 , 13 pages. |
Pu, Qifan et al., “Gesture Recognition Using Wireless Signals”, pp. 15-18. |
Pu, Qifan et al., “Whole-Home Gesture Recognition Using Wireless Signals”, MobiCom'13, Sep. 30-Oct. 4, Miami, FL, USA, 2013, 12 pages. |
Pu, Qifan et al., “Whole-Home Gesture Recognition Using Wireless Signals”, Proceedings of the 19th annual international conference on Mobile computing & networking (MobiCom'13), US, ACM, Sep. 30, 2013, pp. 27-38, Sep. 30, 2013, 12 pages. |
Pu, Quifan et al., “Whole-Home Gesture Recognition Using Wireless Signals”, MobiCom '13 Proceedings of the 19th annual international conference on Mobile computing & networking, Aug. 27, 2013 , 12 pages. |
Schneegass, Stefan et al., “Towards a Garment OS: Supporting Application Development for Smart Garments”, Wearable Computers, ACM, Sep. 13, 2014, 6 pages. |
Skolnik, Merrill I. “CW and Frequency-Modulated Radar”, In: “Introduction to Radar Systems”, Jan. 1, 1981 (Jan. 1, 1981), McGraw Hill, XP055047545, ISBN: 978-0-07-057909-5 pp. 68-100, p. 95-p. 97, Jan. 1, 1981, 18 pages. |
Stoppa, Matteo “Wearable Electronics and Smart Textiles: A Critical Review”, In Proceedings of Sensors, vol. 14, Issue 7, Jul. 7, 2014 , pp. 11957-11992. |
Wang, Wenjin et al., “Exploiting Spatial Redundancy of Image Sensor for Motion Robust rPPG”, In Proceedings: IEEE Transactions on Biomedical Engineering, vol. 62, Issue 2, Jan. 19, 2015 , 11 pages. |
Wang, Yazhou et al., “Micro-Doppler Signatures for Intelligent Human Gait Recognition Using a UWB Impulse Radar”, 2011 IEEE International Symposium on Antennas and Propagation (APSURSI), Jul. 3, 2011 , pp. 2103-2106. |
Wijesiriwardana, R et al., “Capacitive Fibre-Meshed Transducer for Touch & Proximity Sensing Applications”, IEEE Sensors Journal, IEEE Service Center, Oct. 1, 2005 , 5 pages. |
Zhadobov, Maxim et al., “Millimeter-Wave Interactions with the Human Body: State of Knowledge and Recent Advances”, International Journal of Microwave and Wireless Technologies, p. 1 of 11. # Cambridge University Press and the European Microwave Association, 2011 doi:10.1017/S1759078711000122, 2011. |
Zhadobov, Maxim et al., “Millimeter-wave Interactions with the Human Body: State of Knowledge and Recent Advances”, International Journal of Microwave and Wireless Technologies, Mar. 1, 20111 , 11 pages. |
Zhang, Ruquan et al., “Study of the Structural Design and Capacitance Characteristics of Fabric Sensor”, Advanced Materials Research (vols. 194-196), Feb. 21, 2011 , 8 pages. |
Zheng, Chuan et al., “Doppler Bio-Signal Detection Based Time-Domain Hand Gesture Recognition”, 2013 IEEE MTT-S International Microwave Workshop Series on RF and Wireless Technologies for Biomedical and Healthcare Applications (IMWS-BIO), IEEE, Dec. 9, 2013 (Dec. 9, 2013), p. 3, XP032574214, DOI: 10.1109/IMWS-BIO.2013.6756200, Dec. 9, 2013, 3 Pages. |
“EP Appeal Decision”, European Application No. 10194359.5, dated May 28, 2019, 20 pages. |
“Final Office Action”, U.S. Appl. No. 15/287,394, dated Sep. 30, 2019, 38 Pages. |
“Foreign Office Action”, Korean Application No. 1020197004803, dated Oct. 14, 2019, 2 pages. |
“Foreign Office Action”, Japanese Application No. 2018501256, dated Oct. 23, 2019, 5 pages. |
“Foreign Office Action”, British Application No. 1621332.4, dated Nov. 6, 2019, 3 pages. |
“Foreign Office Action”, Japanese Application No. 2018156138, dated Sep. 30, 2019, 3 pages. |
“Galaxy S4 Air Gesture”, Galaxy S4 Guides, https://allaboutgalaxys4.com/galaxy-s4-features-explained/air-gesture/, 4 pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/791,044, dated Sep. 30, 2019, 22 Pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/596,702, dated Oct. 21, 2019, 21 Pages. |
“Samsung Galaxy S4 Air Gestures”, Video from https://www.youtube.com/watch?v=375Hb87yGcg, May 7, 2013. |
Amihood, et al., “Closed-Loop Manufacturing System Using Radar”, Technical Disclosure Commons; Retrieved from http://www.tdcommons.org/dpubs_series/464, Apr. 17, 2017, 8 pages. |
Karagozler, et al., “Embedding Radars in Robots to Accurately Measure Motion”, Technical Disclosure Commons; Retrieved from http://www.tdcommons.org/dpubs_series/454, Mar. 30, 2017, 8 pages. |
Lien, et al., “Embedding Radars in Robots for Safety and Obstacle Detection”, Technical Disclosure Commons; Retrieved from http://www.tdcommons.org/dpubs_series/455, Apr. 2, 2017, 10 pages. |
“Final Office Action”, U.S. Appl. No. 15/287,155, dated Apr. 10, 2019, 11 pages. |
“Final Office Action”, U.S. Appl. No. 15/286,537, dated Apr. 19, 2019, 21 pages. |
“Final Office Action”, U.S. Appl. No. 15/596,702, dated Jun. 13, 2019, 21 pages. |
“Foreign Office Action”, Japanese Application No. 2018156138, dated May 22, 2019, 3 pages. |
“Foreign Office Action”, Korean Application No. 1020197004803, dated Apr. 26, 2019, 6 pages. |
“Notice of Allowance”, U.S. Appl. No. 15/286,512, dated Apr. 9, 2019, 14 pages. |
“Final Office Action”, U.S. Appl. No. 15/287,359, dated Feb. 19, 2020, 16 Pages. |
“Foreign Office Action”, Korean Application No. 1020187004283, dated Jan. 3, 2020, 8 pages. |
“Foreign Office Action”, Chinese Application No. 201611159870.9, dated Dec. 17, 2019, 15 pages. |
“Foreign Office Action”, Korean Application No. 1020197004803, dated Dec. 6, 2019, 2 pages. |
“Notice of Allowance”, U.S. Appl. No. 15/791,044, dated Feb. 12, 2020, 8 Pages. |
“Notice of Allowance”, U.S. Appl. No. 15/287,394, dated Mar. 4, 2020, 11 Pages. |
“Final Office Action”, U.S. Appl. No. 15/596,702, dated Apr. 14, 2020, 27 Pages. |
“Foreign Office Action”, Japanese Application No. 2018156138, dated Apr. 22, 2020, 3 pages. |
“Notice of Allowance”, U.S. Appl. No. 16/401,611, dated Jun. 10, 2020, 17 Pages. |
“Pre-Interview Communication”, U.S. Appl. No. 16/401,611, dated Apr. 13, 2020, 4 Pages. |
“Pre-Interview Communication”, U.S. Appl. No. 16/380,245, dated Jun. 15, 2020, 3 Pages. |
“Extended European Search Report”, European Application No. 19164113.3, dated Jun. 13, 2019, 11 pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/286,537, dated Sep. 3, 2019, 28 Pages. |
“Notice of Allowance”, U.S. Appl. No. 15/287,308, dated Jul. 17, 2019, 17 Pages. |
“Notice of Allowance”, U.S. Appl. No. 15/287,253, dated Aug. 26, 2019, 13 Pages. |
“Notice of Allowance”, U.S. Appl. No. 15/287,155, dated Jul. 25, 2019, 7 pages. |
“First Action Interview Office Action”, U.S. Appl. No. 16/080,293, Jul. 23, 2020, 3 Pages. |
“Foreign Office Action”, British Application No. 1621192.2, Jun. 17, 2020, 5 pages. |
“Foreign Office Action”, Chinese Application No. 201680038897.4, Jun. 29, 2020, 28 pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/287,359, Jun. 26, 2020, 19 Pages. |
“Non-Final Office Action”, U.S. Appl. No. 16/503,234, Aug. 5, 2020, 18 Pages. |
“Non-Final Office Action”, U.S. Appl. No. 15/596,702, Aug. 19, 2020, 27 Pages. |
“Pre-Interview Communication”, U.S. Appl. No. 16/080,293, Jun. 25, 2020, 3 Pages. |
“Search Report”, UK Application No. 2007255.9, Jul. 6, 2020, 1 page. |
Number | Date | Country | |
---|---|---|---|
62237975 | Oct 2015 | US |