The present disclosure relates in general to adaptive noise cancellation in connection with an acoustic transducer, and more particularly, to sharing information between audio channels in an adaptive noise cancellation system.
Wireless telephones, such as mobile/cellular telephones, cordless telephones, and other consumer audio devices, such as mp3 players, are in widespread use. Performance of such devices with respect to intelligibility can be improved by providing noise canceling using a microphone to measure ambient acoustic events and then using signal processing to insert an anti-noise signal into the output of the device to cancel the ambient acoustic events. Because the acoustic environment around personal audio devices such as wireless telephones can change dramatically, depending on the sources of noise that are present and the position of the device itself, it is desirable to adapt the noise canceling to take into account such environmental changes.
Because the acoustic environment around personal audio devices, such as wireless telephones, can change dramatically, depending on the sources of noise that are present and the position of the device itself, it is desirable to adapt the noise canceling to take into account such environmental changes. For example, many adaptive noise canceling systems utilize an error microphone for sensing acoustic pressure proximate to an output of an electro-acoustic transducer (e.g., a loudspeaker) and generating an error microphone signal indicative of the acoustic output of the transducer and the ambient audio sounds at the transducer. When the transducer is close to a listener's ear, the error microphone signal may approximate the actual acoustic pressure at a listener's eardrum (a location known as a drum reference point). However, because of the distance between the drum reference point and the location of the error microphone (known as the error reference point), the error microphone signal is only an approximation and not a perfect indication of acoustic pressure at the drum reference point. Thus, because noise cancellation attempts to reduce ambient audio sounds present in the error microphone signal, performance of a noise cancellation system may be the greatest when the distance between the drum reference point and the error reference point is small. As the distance increases (e.g., transducer held against the ear at a lower pressure), the performance of the noise cancellation system may degrade, partly because the gain of the transfer function from the error reference point to the drum reference point decreases with such increased distance. This degradation is not accounted for in traditional adaptive noise cancellation systems.
In accordance with the teachings of the present disclosure, the disadvantages and problems associated with improving audio performance of a personal audio device may be reduced or eliminated.
In accordance with embodiments of the present disclosure, an integrated circuit for implementing at least a portion of a personal audio device may include a first output, a first error microphone input, a second output, a second error microphone input, and a processing circuit. The first output may provide a first output signal to a first transducer including both a first source audio signal for playback to a listener and a first anti-noise signal for countering the effect of ambient audio sounds in an acoustic output of the first transducer. The first error microphone input may receive a first error microphone signal indicative of the output of the first transducer and the ambient audio sounds at the first transducer. The second output may provide a second output signal to a second transducer including both a second source audio signal for playback to the listener and a second anti-noise signal for countering the effect of ambient audio sounds in an acoustic output of the second transducer. The second error microphone input may receive a second error microphone signal indicative of the output of the second transducer and the ambient audio sounds at the second transducer. The processing circuit may implement a first secondary path estimate adaptive filter for modeling an electro-acoustic path of the first source audio signal through the first transducer and having a response that generates a first secondary path estimate signal from the first source audio signal, a first coefficient control block that shapes the response of the first secondary path estimate adaptive filter in conformity with the first source audio signal and a first playback corrected error by adapting the response of the first secondary path estimate filter to minimize the first playback corrected error, wherein the first playback corrected error is based on a difference between the first error microphone signal and the first secondary path estimate signal, a second secondary path estimate adaptive filter for modeling an electro-acoustic path of the second source audio signal through the second transducer and having a response that generates a second secondary path estimate signal from the second source audio signal, a second coefficient control block that shapes the response of the second secondary path estimate adaptive filter in conformity with the second source audio signal and a second playback corrected error by adapting the response of the second secondary path estimate filter to minimize the second playback corrected error, wherein the second playback corrected error is based on a difference between the second error microphone signal and the second secondary path estimate signal, a first filter that generates the first anti-noise signal to reduce the presence of the ambient audio sounds at the acoustic output of the first transducer based at least on the first playback corrected error, a second filter that generates the second anti-noise signal to reduce the presence of the ambient audio sounds at the acoustic output of the second transducer based at least on the second playback corrected error, and a comparison block that compares the response of the first secondary path estimate adaptive filter and the response of the second secondary path estimate adaptive filter.
In accordance with these and other embodiments of the present disclosure, a method for canceling ambient audio sounds in the respective proximities of transducers associated with a personal audio device may include receiving a first error microphone signal indicative of an output of a first transducer and the ambient audio sounds at the first transducer. The method may also include receiving a second error microphone signal indicative of an output of a second transducer and the ambient audio sounds at the second transducer. The method may also include generating a first secondary path estimate signal from a first source audio signal by filtering the first source audio signal with a first secondary path estimate filter for modeling an electro-acoustic path of the source audio signal through the first transducer, wherein a response of the first secondary path estimate adaptive filter is shaped in conformity with the first source audio signal and a first playback corrected error by adapting the response of the first secondary path estimate filter to minimize the first playback corrected error, wherein the first playback corrected error is based on a difference between the first error microphone signal and the first secondary path estimate signal. The method may additionally include generating a second secondary path estimate signal from a second source audio signal by filtering the second source audio signal with a second secondary path estimate filter for modeling an electro-acoustic path of the second source audio signal through the second transducer wherein a response of the second secondary path estimate adaptive filter is shaped in conformity with the second source audio signal and a second playback corrected error by adapting the response of the second secondary path estimate filter to minimize the second playback corrected error, wherein the second playback corrected error is based on a difference between the second error microphone signal and the second secondary path estimate signal. The method may additionally include generating a first anti-noise signal to reduce the presence of the ambient audio sounds at the acoustic output of the first transducer based at least on the first playback corrected error. The method may further include generating a second anti-noise signal to reduce the presence of the ambient audio sounds at the acoustic output of the second transducer based at least on the second playback corrected error. The method may further include comparing the response of the first secondary path estimate adaptive filter and the response of the second secondary path estimate adaptive filter.
In accordance with these and other embodiments of the present disclosure, an integrated circuit for implementing at least a portion of a personal audio device may include a first output, a first error microphone input, a first reference microphone input, a second output, a second error microphone input, a second reference microphone input, and a processing circuit. The first output may provide a first output signal to a first transducer including both a first source audio signal for playback to a listener and a first anti-noise signal for countering the effect of ambient audio sounds in an acoustic output of the first transducer. The first error microphone input may receive a first error microphone signal indicative of the output of the first transducer and the ambient audio sounds at the first transducer. The first reference microphone input may receive a first reference microphone signal indicative of the ambient audio sounds at the acoustic output of the first transducer. The second output may provide a second output signal to a second transducer including both a second source audio signal for playback to the listener and a second anti-noise signal for countering the effect of ambient audio sounds in an acoustic output of the second transducer. The second error microphone input may receive a second error microphone signal indicative of the output of the second transducer and the ambient audio sounds at the second transducer. The second reference microphone input may receive a second reference microphone signal indicative of the ambient audio sounds at the acoustic output of the second transducer. The processing circuit may implement a first adaptive filter that generates the first anti-noise signal from the first reference microphone signal to reduce the presence of the ambient audio sounds at the acoustic output of the first transducer, a second adaptive filter that generates the second anti-noise signal from the second reference microphone signal to reduce the presence of the ambient audio sounds at the acoustic output of the second transducer, a first coefficient control block that shapes the response of the first adaptive filter in conformity with the first error microphone signal and the first reference microphone signal by adapting the response of the first adaptive filter to minimize the ambient audio sounds in the first error microphone signal, a second coefficient control block that shapes the response of the second adaptive filter in conformity with the second error microphone signal and the second reference microphone signal by adapting the response of the second adaptive filter to minimize the ambient audio sounds in the second error microphone signal, and a comparison block that compares the response of the first adaptive filter and the response of the second adaptive filter.
In accordance with these and other embodiments of the present disclosure, a method for canceling ambient audio sounds in the respective proximities of transducers associated with a personal audio device may include receiving a first error microphone signal indicative of an output of a first transducer and the ambient audio sounds at the first transducer, receiving a second error microphone signal indicative of an output of a second transducer and the ambient audio sounds at the second transducer, receiving a first reference microphone signal indicative of the ambient audio sounds at the acoustic output of the first transducer, and receiving a second reference microphone signal indicative of the ambient audio sounds at the acoustic output of the second transducer. The method may also include generating, by a first adaptive filter, a first anti-noise signal from the first reference microphone signal to reduce the presence of the ambient audio sounds at the acoustic output of the first transducer and generating, by a second adaptive filter, a second anti-noise signal from the second reference microphone signal to reduce the presence of the ambient audio sounds at the acoustic output of the second transducer. The method may additionally include shaping, by a first anti-noise path coefficient control block, a response of the first filter in conformity with the first error microphone signal and the first reference microphone signal by adapting the response of the first filter to minimize the ambient audio sounds in the first error microphone signal and shaping, by a second anti-noise path coefficient control block, a response of the second filter in conformity with the second error microphone signal and the second reference microphone signal by adapting the response of the second filter to minimize the ambient audio sounds in the second error microphone signal. The method may further include comparing the response of the first adaptive filter and the response of the second adaptive filter.
Technical advantages of the present disclosure may be readily apparent to one of ordinary skill in the art from the figures, description and claims included herein. The objects and advantages of the embodiments will be realized and achieved at least by the elements, features, and combinations particularly pointed out in the claims.
It is to be understood that both the foregoing general description and the following detailed description are examples and explanatory and are not restrictive of the claims set forth in this disclosure.
A more complete understanding of the present embodiments and advantages thereof may be acquired by referring to the following description taken in conjunction with the accompanying drawings, in which like reference numbers indicate like features, and wherein:
Referring now to
Personal audio device 10 may include adaptive noise cancellation (ANC) circuits and features that inject an anti-noise signal into speaker SPKR to improve intelligibility of the distant speech and other audio reproduced by speaker SPKR. A reference microphone R may be provided for measuring the ambient acoustic environment, and may be positioned away from the typical position of a user's mouth, so that the near-end speech may be minimized in the signal produced by reference microphone R. Another microphone, error microphone E, may be provided in order to further improve the ANC operation by providing a measure of the ambient audio combined with the audio reproduced by speaker SPKR close to ear 5, when personal audio device 10 is in close proximity to ear 5. Circuit 14 within personal audio device 10 may include an audio CODEC integrated circuit (IC) 20 that receives the signals from reference microphone R, near-speech microphone NS, and error microphone E, and interfaces with other integrated circuits such as a radio-frequency (RF) integrated circuit 12 having a personal audio device transceiver. In some embodiments of the disclosure, the circuits and techniques disclosed herein may be incorporated in a single integrated circuit that includes control circuits and other functionality for implementing the entirety of the personal audio device, such as an MP3 player-on-a-chip integrated circuit. In these and other embodiments, the circuits and techniques disclosed herein may be implemented partially or fully in software and/or firmware embodied in computer-readable media and executable by a controller or other processing device.
In general, ANC techniques of the present disclosure measure ambient acoustic events (as opposed to the output of speaker SPKR and/or the near-end speech) impinging on reference microphone R, and by also measuring the same ambient acoustic events impinging on error microphone E, ANC processing circuits of personal audio device 10 adapt an anti-noise signal generated out the output of speaker SPKR from the output of reference microphone R to have a characteristic that minimizes the amplitude of the ambient acoustic events at error microphone E. Because acoustic path P(z) extends from reference microphone R to error microphone E, ANC circuits are effectively estimating acoustic path P(z) while removing effects of an electro-acoustic path S(z) that represents the response of the audio output circuits of CODEC IC 20 and the acoustic/electric transfer function of speaker SPKR including the coupling between speaker SPKR and error microphone E in the particular acoustic environment, which may be affected by the proximity and structure of ear 5 and other physical objects and human head structures that may be in proximity to personal audio device 10, when personal audio device 10 is not firmly pressed to ear 5. While the illustrated personal audio device 10 includes a two-microphone ANC system with a third near-speech microphone NS, some aspects of the present invention may be practiced in a system that does not include separate error and reference microphones, or a personal audio device that uses near-speech microphone NS to perform the function of the reference microphone R. Also, in personal audio devices designed only for audio playback, near-speech microphone NS will generally not be included, and the near-speech signal paths in the circuits described in further detail below may be omitted, without changing the scope of the disclosure, other than to limit the options provided for input to the microphone covering detection schemes. In addition, although only one reference microphone R is depicted in
Referring now to
Combox 16 or another portion of headphone assembly 13 may have a near-speech microphone NS to capture near-end speech in addition to or in lieu of near-speech microphone NS of personal audio device 10. In addition, each headphone 18A, 18B may include a transducer such as speaker SPKR that reproduces distant speech received by personal audio device 10, along with other local audio events such as ringtones, stored audio program material, injection of near-end speech (i.e., the speech of the user of personal audio device 10) to provide a balanced conversational perception, and other audio that requires reproduction by personal audio device 10, such as sources from webpages or other network communications received by personal audio device 10 and audio indications such as a low battery indication and other system event notifications. Each headphone 18A, 18B may include a reference microphone R for measuring the ambient acoustic environment and an error microphone E for measuring of the ambient audio combined with the audio reproduced by speaker SPKR close to a listener's ear when such headphone 18A, 18B is engaged with the listener's ear. In some embodiments, CODEC IC 20 may receive the signals from reference microphone R, near-speech microphone NS, and error microphone E of each headphone and perform adaptive noise cancellation for each headphone as described herein. In other embodiments, a CODEC IC or another circuit may be present within headphone assembly 13, communicatively coupled to reference microphone R, near-speech microphone NS, and error microphone E, and configured to perform adaptive noise cancellation as described herein.
The various microphones referenced in this disclosure, including reference microphones, error microphones, and near-speech microphones, may comprise any system, device, or apparatus configured to convert sound incident at such microphone to an electrical signal that may be processed by a controller, and may include without limitation an electrostatic microphone, a condenser microphone, an electret microphone, an analog microelectromechanical systems (MEMS) microphone, a digital MEMS microphone, a piezoelectric microphone, a piezo-ceramic microphone, or dynamic microphone.
Referring now to
Referring now to
Filter 34B may not be an adaptive filter, per se, but may have an adjustable response that is tuned to match the response of adaptive filter 34A, so that the response of filter 34B tracks the adapting of adaptive filter 34A.
To implement the above, adaptive filter 34A may have coefficients controlled by SE coefficient control block 33, which may compare downlink audio signal ds and/or internal audio signal ia and error microphone signal err after removal of the above-described filtered downlink audio signal ds and/or internal audio signal ia, that has been filtered by adaptive filter 34A to represent the expected downlink audio delivered to error microphone E, and which is removed from the output of adaptive filter 34A by a combiner 36. SE coefficient control block 33 correlates the actual downlink speech signal ds and/or internal audio signal ia with the components of downlink audio signal ds and/or internal audio signal ia that are present in error microphone signal err. Adaptive filter 34A may thereby be adapted to generate a signal from downlink audio signal ds and/or internal audio signal ia, that when subtracted from error microphone signal err, contains the content of error microphone signal err that is not due to downlink audio signal ds and/or internal audio signal ia.
Also as depicted in
For clarity of exposition, the components of audio IC circuit 20 shown in
Turning to
Comparison block 42 may be configured to receive from each of left channel CODEC IC components 20A and right channel CODEC IC components 20B a signal indicative of the response SE(z) of the secondary estimate adaptive filter 34A of the channel, shown in
In these and other embodiments, such alteration may include altering a response of the filter (e.g., adaptive filter 32) generating such anti-noise signal. For example, in such embodiments, coefficients of W coefficient control 31 may be reset to an initial value based on a reset signal generated by comparison block 42.
In these and other embodiments, after the anti-noise signal of a particular channel is altered in response to the responses SE(z) of secondary estimate adaptive filters 34A differing by more than a predetermined threshold, the ANC circuit 30 of such channel may reset coefficients of its respective SE coefficient control block 33 to be substantially equal to those of the other SE coefficient control block 33, to provide a starting point for adaptation once the condition (e.g., lack of proximity between transducer and listener's ear) leading to alteration of the anti-noise is remedied.
Although the foregoing discussion contemplates comparison of responses SE(z) of secondary estimate adaptive filters 34A and altering a response of an anti-noise signal in response to the comparison, it should be understood that ANC circuits 30 may compare responses of other elements of ANC circuits 30 and alter anti-noise signals based on such comparisons alternatively or in addition to the comparisons of responses SE(z). For example, in some embodiments, comparison block 42 may be configured to receive from each of left channel CODEC IC components 20A and right channel CODEC IC components 20B a signal indicative of the response W(z) of the adaptive filter 32A of the channel, shown in
At step 52, comparison block 42 or another component of CODEC IC 20 may compare responses SEL(z) and SER(z) of secondary estimate adaptive filters 34A and/or compare responses WL(z) and WR(z) of adaptive filters 32. At step 54, comparison block 42 or another component of CODEC IC 20 may determine if the responses SEL(z) and SER(z) differ by more than a predetermined threshold and/or responses WL(z) and WR(z) differ by more than the same or another predetermined threshold. If the responses SEL(z) and SER(z) differ by more than a predetermined threshold and/or if responses WL(z) and WR(z) differ by more than the same or another predetermined threshold, method 50 may proceed to step 58, otherwise method 50 may proceed to step 56.
At step 56, responsive to a determination that responses SEL(z) and SER(z) do not differ by more than a predetermined threshold and/or that responses WL(z) and WR(z) do not differ by more than the same or another predetermined threshold, anti-noise signals generated by each of left channel CODEC IC components 20A and right channel CODEC IC components 20B may be unaltered. After completion of step 56, method 50 may proceed again to step 52.
At step 58, responsive to a determination that responses SEL(z) and SER(z) differ by more than a predetermined threshold and/or that responses WL(z) and WR(z) differ by more than the same or another predetermined threshold, anti-noise signals generated by one or both of left channel CODEC IC components 20A and right channel CODEC IC components 20B may be altered. As mentioned above, such alteration may include varying a gain applied to an anti-noise signal in order to attenuate (including muting by attenuating with a zero gain) the anti-noise signal before it is reproduced by a transducer, and/or may include further altering response W(z) of adaptive filter 32 by resetting coefficients of W coefficient control 31 to a predetermined initial value. After completion of step 58, method 50 may proceed again to step 52.
Although
Method 50 may be implemented using comparison block 42 or any other system operable to implement method 50. In certain embodiments, method 50 may be implemented partially or fully in software and/or firmware embodied in computer-readable media.
This disclosure encompasses all changes, substitutions, variations, alterations, and modifications to the example embodiments herein that a person having ordinary skill in the art would comprehend. Similarly, where appropriate, the appended claims encompass all changes, substitutions, variations, alterations, and modifications to the example embodiments herein that a person having ordinary skill in the art would comprehend. Moreover, reference in the appended claims to an apparatus or system or a component of an apparatus or system being adapted to, arranged to, capable of, configured to, enabled to, operable to, or operative to perform a particular function encompasses that apparatus, system, or component, whether or not it or that particular function is activated, turned on, or unlocked, as long as that apparatus, system, or component is so adapted, arranged, capable, configured, enabled, operable, or operative.
All examples and conditional language recited herein are intended for pedagogical objects to aid the reader in understanding the invention and the concepts contributed by the inventor to furthering the art, and are construed as being without limitation to such specifically recited examples and conditions. Although embodiments of the present inventions have been described in detail, it should be understood that various changes, substitutions, and alterations could be made hereto without departing from the spirit and scope of the disclosure.
Number | Name | Date | Kind |
---|---|---|---|
5117401 | Feintuch | May 1992 | A |
5251263 | Andrea et al. | Oct 1993 | A |
5272656 | Genereux | Dec 1993 | A |
5278913 | Delfosse et al. | Jan 1994 | A |
5321759 | Yuan | Jun 1994 | A |
5337365 | Hamabe et al. | Aug 1994 | A |
5359662 | Yuan et al. | Oct 1994 | A |
5377276 | Terai et al. | Dec 1994 | A |
5410605 | Sawada et al. | Apr 1995 | A |
5425105 | Lo et al. | Jun 1995 | A |
5445517 | Kondou et al. | Aug 1995 | A |
5465413 | Enge et al. | Nov 1995 | A |
5481615 | Eatwell et al. | Jan 1996 | A |
5548681 | Gleaves et al. | Aug 1996 | A |
5559893 | Krokstad | Sep 1996 | A |
5586190 | Trantow et al. | Dec 1996 | A |
5640450 | Watanabe | Jun 1997 | A |
5668747 | Ohashi | Sep 1997 | A |
5696831 | Inanaga | Dec 1997 | A |
5699437 | Finn | Dec 1997 | A |
5706344 | Finn | Jan 1998 | A |
5740256 | Castello Da Costa et al. | Apr 1998 | A |
5768124 | Stothers et al. | Jun 1998 | A |
5815582 | Claybaugh et al. | Sep 1998 | A |
5832095 | Daniels | Nov 1998 | A |
5909498 | Smith | Jun 1999 | A |
5940519 | Kuo | Aug 1999 | A |
5946391 | Dragwidge et al. | Aug 1999 | A |
5991418 | Kuo | Nov 1999 | A |
6041126 | Terai et al. | Mar 2000 | A |
6118878 | Jones | Sep 2000 | A |
6219427 | Kates et al. | Apr 2001 | B1 |
6278786 | McIntosh | Aug 2001 | B1 |
6282176 | Hemkumar | Aug 2001 | B1 |
6317501 | Matsuo | Nov 2001 | B1 |
6418228 | Terai et al. | Jul 2002 | B1 |
6434246 | Kates et al. | Aug 2002 | B1 |
6434247 | Kates et al. | Aug 2002 | B1 |
6522746 | Marchok et al. | Feb 2003 | B1 |
6683960 | Fujii et al. | Jan 2004 | B1 |
6766292 | Chandran et al. | Jul 2004 | B1 |
6768795 | Feltstrom et al. | Jul 2004 | B2 |
6850617 | Weigand | Feb 2005 | B1 |
6940982 | Watkins | Sep 2005 | B1 |
7058463 | Ruha et al. | Jun 2006 | B1 |
7103188 | Jones | Sep 2006 | B1 |
7181030 | Rasmussen et al. | Feb 2007 | B2 |
7330739 | Somayajula | Feb 2008 | B2 |
7365669 | Melanson | Apr 2008 | B1 |
7406179 | Ryan | Jul 2008 | B2 |
7466838 | Moseley | Dec 2008 | B1 |
7555081 | Keele, Jr. | Jun 2009 | B2 |
7680456 | Muhammad et al. | Mar 2010 | B2 |
7742790 | Konchitsky et al. | Jun 2010 | B2 |
7817808 | Konchitsky et al. | Oct 2010 | B2 |
7885417 | Christoph | Feb 2011 | B2 |
8019050 | Mactavish et al. | Sep 2011 | B2 |
8155334 | Joho et al. | Apr 2012 | B2 |
8249262 | Chua et al. | Aug 2012 | B2 |
8290537 | Lee et al. | Oct 2012 | B2 |
8325934 | Kuo | Dec 2012 | B2 |
8363856 | Lesso | Jan 2013 | B2 |
8374358 | Buck et al. | Feb 2013 | B2 |
8379884 | Horibe et al. | Feb 2013 | B2 |
8401200 | Tiscareno et al. | Mar 2013 | B2 |
8442251 | Jensen et al. | May 2013 | B2 |
8526627 | Asao et al. | Sep 2013 | B2 |
8539012 | Clark | Sep 2013 | B2 |
8804974 | Melanson | Aug 2014 | B1 |
8848936 | Kwatra et al. | Sep 2014 | B2 |
8907829 | Naderi | Dec 2014 | B1 |
8908877 | Abdollahzadeh Milani et al. | Dec 2014 | B2 |
8909524 | Stoltz et al. | Dec 2014 | B2 |
8942976 | Li et al. | Jan 2015 | B2 |
8948407 | Alderson et al. | Feb 2015 | B2 |
8948410 | Van Leest | Feb 2015 | B2 |
8958571 | Kwatra et al. | Feb 2015 | B2 |
8977545 | Zeng et al. | Mar 2015 | B2 |
9020160 | Gauger, Jr. | Apr 2015 | B2 |
9066176 | Hendrix et al. | Jun 2015 | B2 |
9082391 | Yermeche et al. | Jul 2015 | B2 |
9094744 | Lu et al. | Jul 2015 | B1 |
9106989 | Li et al. | Aug 2015 | B2 |
9107010 | Abdollahzadeh Milani et al. | Aug 2015 | B2 |
9203366 | Eastty | Dec 2015 | B2 |
9264808 | Zhou et al. | Feb 2016 | B2 |
9294836 | Zhou et al. | Mar 2016 | B2 |
20010053228 | Jones | Dec 2001 | A1 |
20020003887 | Zhang et al. | Jan 2002 | A1 |
20030063759 | Brennan et al. | Apr 2003 | A1 |
20030072439 | Gupta | Apr 2003 | A1 |
20030185403 | Sibbald | Oct 2003 | A1 |
20040001450 | He et al. | Jan 2004 | A1 |
20040047464 | Yu et al. | Mar 2004 | A1 |
20040120535 | Woods | Jun 2004 | A1 |
20040165736 | Hetherington et al. | Aug 2004 | A1 |
20040167777 | Hetherington et al. | Aug 2004 | A1 |
20040176955 | Farinelli, Jr. | Sep 2004 | A1 |
20040196992 | Ryan | Oct 2004 | A1 |
20040202333 | Czermak et al. | Oct 2004 | A1 |
20040240677 | Onishi et al. | Dec 2004 | A1 |
20040242160 | Ichikawa et al. | Dec 2004 | A1 |
20040264706 | Ray et al. | Dec 2004 | A1 |
20050004796 | Trump et al. | Jan 2005 | A1 |
20050018862 | Fisher | Jan 2005 | A1 |
20050117754 | Sakawaki | Jun 2005 | A1 |
20050207585 | Christoph | Sep 2005 | A1 |
20050240401 | Ebenezer | Oct 2005 | A1 |
20060018460 | McCree | Jan 2006 | A1 |
20060035593 | Leeds | Feb 2006 | A1 |
20060055910 | Lee | Mar 2006 | A1 |
20060069556 | Nadjar et al. | Mar 2006 | A1 |
20060153400 | Fujita et al. | Jul 2006 | A1 |
20070030989 | Kates | Feb 2007 | A1 |
20070033029 | Sakawaki | Feb 2007 | A1 |
20070038441 | Inoue et al. | Feb 2007 | A1 |
20070047742 | Taenzer et al. | Mar 2007 | A1 |
20070053524 | Haulick et al. | Mar 2007 | A1 |
20070076896 | Hosaka et al. | Apr 2007 | A1 |
20070154031 | Avendano et al. | Jul 2007 | A1 |
20070258597 | Rasmussen et al. | Nov 2007 | A1 |
20070297620 | Choy | Dec 2007 | A1 |
20080019548 | Avendano | Jan 2008 | A1 |
20080101589 | Horowitz et al. | May 2008 | A1 |
20080107281 | Togami et al. | May 2008 | A1 |
20080144853 | Sommerfeldt et al. | Jun 2008 | A1 |
20080166002 | Amsel | Jul 2008 | A1 |
20080177532 | Greiss et al. | Jul 2008 | A1 |
20080181422 | Christoph | Jul 2008 | A1 |
20080226098 | Haulick et al. | Sep 2008 | A1 |
20080240413 | Mohammad et al. | Oct 2008 | A1 |
20080240455 | Inoue et al. | Oct 2008 | A1 |
20080240457 | Inoue et al. | Oct 2008 | A1 |
20090012783 | Klein | Jan 2009 | A1 |
20090034748 | Sibbald | Feb 2009 | A1 |
20090041260 | Jorgensen et al. | Feb 2009 | A1 |
20090046867 | Clemow | Feb 2009 | A1 |
20090060222 | Jeong et al. | Mar 2009 | A1 |
20090080670 | Solbeck et al. | Mar 2009 | A1 |
20090086990 | Christoph | Apr 2009 | A1 |
20090136057 | Taenzer | May 2009 | A1 |
20090175461 | Nakamura et al. | Jul 2009 | A1 |
20090175466 | Elko et al. | Jul 2009 | A1 |
20090196429 | Ramakrishnan et al. | Aug 2009 | A1 |
20090220107 | Every et al. | Sep 2009 | A1 |
20090238369 | Ramakrishnan et al. | Sep 2009 | A1 |
20090245529 | Asada et al. | Oct 2009 | A1 |
20090254340 | Sun et al. | Oct 2009 | A1 |
20090290718 | Kahn et al. | Nov 2009 | A1 |
20090296965 | Kojima | Dec 2009 | A1 |
20090304200 | Kim et al. | Dec 2009 | A1 |
20090311979 | Husted et al. | Dec 2009 | A1 |
20100014683 | Maeda et al. | Jan 2010 | A1 |
20100014685 | Wurm | Jan 2010 | A1 |
20100061564 | Clemow et al. | Mar 2010 | A1 |
20100069114 | Lee et al. | Mar 2010 | A1 |
20100082339 | Konchitsky et al. | Apr 2010 | A1 |
20100098263 | Pan et al. | Apr 2010 | A1 |
20100098265 | Pan et al. | Apr 2010 | A1 |
20100124335 | Wessling et al. | May 2010 | A1 |
20100124336 | Shridhar et al. | May 2010 | A1 |
20100124337 | Wertz et al. | May 2010 | A1 |
20100131269 | Park et al. | May 2010 | A1 |
20100142715 | Goldstein et al. | Jun 2010 | A1 |
20100150367 | Mizuno | Jun 2010 | A1 |
20100158330 | Guissin et al. | Jun 2010 | A1 |
20100166203 | Peissig et al. | Jul 2010 | A1 |
20100183175 | Chen et al. | Jul 2010 | A1 |
20100195838 | Bright | Aug 2010 | A1 |
20100195844 | Christoph et al. | Aug 2010 | A1 |
20100207317 | Iwami et al. | Aug 2010 | A1 |
20100246855 | Chen | Sep 2010 | A1 |
20100266137 | Sibbald et al. | Oct 2010 | A1 |
20100272276 | Carreras et al. | Oct 2010 | A1 |
20100272283 | Carreras et al. | Oct 2010 | A1 |
20100272284 | Joho et al. | Oct 2010 | A1 |
20100274564 | Bakalos et al. | Oct 2010 | A1 |
20100284546 | DeBrunner et al. | Nov 2010 | A1 |
20100291891 | Ridgers et al. | Nov 2010 | A1 |
20100296666 | Lin | Nov 2010 | A1 |
20100296668 | Lee et al. | Nov 2010 | A1 |
20100310086 | Magrath et al. | Dec 2010 | A1 |
20100310087 | Ishida | Dec 2010 | A1 |
20100316225 | Saito et al. | Dec 2010 | A1 |
20100322430 | Isberg | Dec 2010 | A1 |
20110002468 | Tanghe | Jan 2011 | A1 |
20110007907 | Park et al. | Jan 2011 | A1 |
20110026724 | Doclo | Feb 2011 | A1 |
20110096933 | Eastty | Apr 2011 | A1 |
20110099010 | Zhang | Apr 2011 | A1 |
20110106533 | Yu | May 2011 | A1 |
20110116643 | Tiscareno et al. | May 2011 | A1 |
20110129098 | Delano et al. | Jun 2011 | A1 |
20110130176 | Magrath et al. | Jun 2011 | A1 |
20110142247 | Fellers et al. | Jun 2011 | A1 |
20110144984 | Konchitsky | Jun 2011 | A1 |
20110150257 | Jensen | Jun 2011 | A1 |
20110158419 | Theverapperuma et al. | Jun 2011 | A1 |
20110206214 | Christoph et al. | Aug 2011 | A1 |
20110222698 | Asao et al. | Sep 2011 | A1 |
20110222701 | Donaldson | Sep 2011 | A1 |
20110249826 | Van Leest | Oct 2011 | A1 |
20110288860 | Schevciw et al. | Nov 2011 | A1 |
20110293103 | Park et al. | Dec 2011 | A1 |
20110299695 | Nicholson | Dec 2011 | A1 |
20110305347 | Wurm | Dec 2011 | A1 |
20110317848 | Ivanov et al. | Dec 2011 | A1 |
20120057720 | Van Leest | Mar 2012 | A1 |
20120084080 | Konchitsky et al. | Apr 2012 | A1 |
20120135787 | Kusunoki et al. | May 2012 | A1 |
20120140917 | Nicholson et al. | Jun 2012 | A1 |
20120140942 | Loeda | Jun 2012 | A1 |
20120140943 | Hendrix et al. | Jun 2012 | A1 |
20120148062 | Scarlett et al. | Jun 2012 | A1 |
20120155666 | Nair | Jun 2012 | A1 |
20120170766 | Alves et al. | Jul 2012 | A1 |
20120179458 | Oh et al. | Jul 2012 | A1 |
20120207317 | Abdollahzadeh Milani et al. | Aug 2012 | A1 |
20120215519 | Park et al. | Aug 2012 | A1 |
20120250873 | Bakalos et al. | Oct 2012 | A1 |
20120259626 | Li et al. | Oct 2012 | A1 |
20120263317 | Shin et al. | Oct 2012 | A1 |
20120281850 | Hyatt | Nov 2012 | A1 |
20120300958 | Klemmensen | Nov 2012 | A1 |
20120300960 | Mackay et al. | Nov 2012 | A1 |
20120308021 | Kwatra et al. | Dec 2012 | A1 |
20120308024 | Alderson et al. | Dec 2012 | A1 |
20120308025 | Hendrix et al. | Dec 2012 | A1 |
20120308026 | Kamath et al. | Dec 2012 | A1 |
20120308027 | Kwatra | Dec 2012 | A1 |
20120308028 | Kwatra et al. | Dec 2012 | A1 |
20120310640 | Kwatra et al. | Dec 2012 | A1 |
20120316872 | Stoltz et al. | Dec 2012 | A1 |
20130010982 | Elko et al. | Jan 2013 | A1 |
20130083939 | Fellers et al. | Apr 2013 | A1 |
20130156238 | Birch | Jun 2013 | A1 |
20130222516 | Do et al. | Aug 2013 | A1 |
20130243198 | Van Rumpt | Sep 2013 | A1 |
20130243225 | Yokota | Sep 2013 | A1 |
20130259251 | Bakalos | Oct 2013 | A1 |
20130272539 | Kim et al. | Oct 2013 | A1 |
20130287218 | Alderson et al. | Oct 2013 | A1 |
20130287219 | Hendrix et al. | Oct 2013 | A1 |
20130301842 | Hendrix et al. | Nov 2013 | A1 |
20130301846 | Alderson et al. | Nov 2013 | A1 |
20130301847 | Alderson et al. | Nov 2013 | A1 |
20130301848 | Zhou et al. | Nov 2013 | A1 |
20130301849 | Alderson | Nov 2013 | A1 |
20130315403 | Samuelsson | Nov 2013 | A1 |
20130343556 | Bright | Dec 2013 | A1 |
20130343571 | Rayala et al. | Dec 2013 | A1 |
20140036127 | Pong et al. | Feb 2014 | A1 |
20140044275 | Goldstein et al. | Feb 2014 | A1 |
20140050332 | Nielsen et al. | Feb 2014 | A1 |
20140051483 | Schoerkmaier | Feb 2014 | A1 |
20140072134 | Po et al. | Mar 2014 | A1 |
20140072135 | Bajic et al. | Mar 2014 | A1 |
20140086425 | Jensen et al. | Mar 2014 | A1 |
20140126735 | Gauger, Jr. | May 2014 | A1 |
20140169579 | Azmi | Jun 2014 | A1 |
20140177851 | Kitazawa et al. | Jun 2014 | A1 |
20140177890 | Hojlund et al. | Jun 2014 | A1 |
20140211953 | Alderson et al. | Jul 2014 | A1 |
20140226827 | Abdollahzadeh Milani et al. | Aug 2014 | A1 |
20140270222 | Hendrix et al. | Sep 2014 | A1 |
20140270223 | Li et al. | Sep 2014 | A1 |
20140270224 | Zhou et al. | Sep 2014 | A1 |
20140294182 | Axelsson | Oct 2014 | A1 |
20140307887 | Alderson et al. | Oct 2014 | A1 |
20140307888 | Alderson et al. | Oct 2014 | A1 |
20140307890 | Zhou et al. | Oct 2014 | A1 |
20140307899 | Hendrix et al. | Oct 2014 | A1 |
20140314244 | Yong et al. | Oct 2014 | A1 |
20140314246 | Hellman | Oct 2014 | A1 |
20140314247 | Zhang | Oct 2014 | A1 |
20140341388 | Goldstein | Nov 2014 | A1 |
20140369517 | Zhou et al. | Dec 2014 | A1 |
20150078572 | Milani et al. | Mar 2015 | A1 |
20150092953 | Abdollahzadeh Milani et al. | Apr 2015 | A1 |
20150104032 | Kwatra et al. | Apr 2015 | A1 |
20150161980 | Alderson et al. | Jun 2015 | A1 |
20150161981 | Kwatra | Jun 2015 | A1 |
20150163592 | Alderson | Jun 2015 | A1 |
20150256660 | Kaller et al. | Sep 2015 | A1 |
20150256953 | Kwatra et al. | Sep 2015 | A1 |
20150269926 | Alderson et al. | Sep 2015 | A1 |
20150365761 | Alderson et al. | Dec 2015 | A1 |
20160180830 | Lu et al. | Jun 2016 | A1 |
Number | Date | Country |
---|---|---|
102011013343 | Sep 2012 | DE |
0412902 | Feb 1991 | EP |
0756407 | Jan 1997 | EP |
0898266 | Feb 1999 | EP |
1691577 | Aug 2006 | EP |
1880699 | Jan 2008 | EP |
1947642 | Jul 2008 | EP |
2133866 | Dec 2009 | EP |
2237573 | Oct 2010 | EP |
2216774 | Aug 2011 | EP |
239550 | Dec 2011 | EP |
2395501 | Dec 2011 | EP |
2551845 | Jan 2013 | EP |
2583074 | Apr 2013 | EP |
2401744 | Nov 2004 | GB |
2436657 | Oct 2007 | GB |
2155824 | Jun 2009 | GB |
2455821 | Jun 2009 | GB |
2455828 | Jun 2009 | GB |
2484722 | Apr 2012 | GB |
H05265468 | Oct 1993 | JP |
H06186985 | Jul 1994 | JP |
H06232755 | Aug 1994 | JP |
07098592 | Apr 1995 | JP |
07325588 | Dec 1995 | JP |
H07334169 | Dec 1995 | JP |
H08227322 | Sep 1996 | JP |
H10247088 | Sep 1998 | JP |
H10257159 | Sep 1998 | JP |
H11305783 | Nov 1999 | JP |
2000089770 | Mar 2000 | JP |
2002010355 | Jan 2002 | JP |
2004007107 | Jan 2004 | JP |
2006217542 | Aug 2006 | JP |
2007060644 | Mar 2007 | JP |
2008015046 | Jan 2008 | JP |
2010277025 | Dec 2010 | JP |
2011061449 | Mar 2011 | JP |
9304529 | Mar 1993 | WO |
9911045 | Mar 1999 | WO |
03015074 | Feb 2003 | WO |
03015275 | Feb 2003 | WO |
WO2004009007 | Jan 2004 | WO |
2004017303 | Feb 2004 | WO |
2006125061 | Nov 2006 | WO |
2006128768 | Dec 2006 | WO |
2007007916 | Jan 2007 | WO |
2007011337 | Jan 2007 | WO |
2007110807 | Oct 2007 | WO |
2007113487 | Nov 2007 | WO |
2009041012 | Apr 2009 | WO |
2009110087 | Sep 2009 | WO |
2010117714 | Oct 2010 | WO |
2011035061 | Mar 2011 | WO |
2012107561 | Aug 2012 | WO |
2012119808 | Sep 2012 | WO |
2012134874 | Oct 2012 | WO |
2012166273 | Dec 2012 | WO |
2012166388 | Dec 2012 | WO |
2013106370 | Jul 2013 | WO |
2014158475 | Oct 2014 | WO |
2014168685 | Oct 2014 | WO |
2014172005 | Oct 2014 | WO |
2014172006 | Oct 2014 | WO |
2014172010 | Oct 2014 | WO |
2014172019 | Oct 2014 | WO |
2014172021 | Oct 2014 | WO |
2014200787 | Dec 2014 | WO |
2015038255 | Mar 2015 | WO |
2015088639 | Jun 2015 | WO |
2015088639 | Jun 2015 | WO |
2015088651 | Jun 2015 | WO |
2015088653 | Jun 2015 | WO |
2015134225 | Sep 2015 | WO |
2015191691 | Dec 2015 | WO |
2016100602 | Jun 2016 | WO |
Entry |
---|
International Patent Application No. PCT/US2014/049600, International Search Report and Written Opinion, Jan. 14, 2015, 12 pages. |
International Patent Application No. PCT/US2014/061753, International Search Report and Written Opinion, Feb. 9, 2015, 8 pages. |
International Patent Application No. PCT/US2014/061548, International Search Report and Written Opinion, Feb. 12, 2015, 13 pages. |
International Patent Application No. PCT/US2014/060277, International Search Report and Written Opinion, Mar. 9, 2015, 11 pages. |
Kuo, Sen and Tsai, Jianming, Residual noise shaping technique for active noise control systems, J. Acoust. Soc. Am. 95 (3), Mar. 1994, pp. 1665-1668. |
Ray, Laura et al., Hybrid Feedforward-Feedback Active Noise Reduction for Hearing Protection and Communication, The Journal of the Acoustical Society of America, American Institute of Physics for the Acoustical Society of America, New York, NY, vol. 120, No. 4, Jan. 2006, pp. 2026-2036. |
International Patent Application No. PCT/US2014/017112, International Search Report and Written Opinion, May 8, 2015, 22 pages. |
Milani, et al., “On Maximum Achievable Noise Reduction in ANC Systems”, Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010, Mar. 14-19, 2010 pp. 349-352. |
Ryan, et al., “Optimum near-field performance of microphone arrays subject to a far-field beampattern constraint”, 2248 J. Acoust. Soc. Am. 108, Nov. 2000. |
Cohen, et al., “Noise Estimation by Minima Controlled Recursive Averaging for Robust Speech Enhancement”, IEEE Signal Processing Letters, vol. 9, No. 1, Jan. 2002. |
Martin, “Noise Power Spectral Density Estimation Based on Optimal Smoothing and Minimum Statistics”, IEEE Trans. on Speech and Audio Processing, col. 9, No. 5, Jul. 2001. |
Martin, “Spectral Subtraction Based on Minimum Statistics”, Proc. 7th EUSIPCO '94, Edinburgh, U.K., Sep. 13-16, 1994, pp. 1182-1195. |
Cohen, “Noise Spectrum Estimation in Adverse Environments: Improved Minima Controlled Recursive Averaging”, IEEE Trans. on Speech & Audio Proc., vol. 11, Issue 5, Sep. 2003. |
Black, John W., “An Application of Side-Tone in Subjective Tests of Microphones and Headsets”, Project Report No. NM 001 064.01.20, Research Report of the U.S. Naval School of Aviation Medicine, Feb. 1, 1954, 12 pages (pp. 1-12 in pdf), Pensacola, FL, US. |
Lane, et al., “Voice Level: Autophonic Scale, Perceived Loudness, and the Effects of Sidetone”, The Journal of the Acoustical Society of America, Feb. 1961, pp. 160-167, vol. 33, No. 2., Cambridge, MA, US. |
Liu, et al., “Compensatory Responses to Loudness-shifted Voice Feedback During Production of Mandarin Speech”, Journal of the Acoustical Society of America, Oct. 2007, pp. 2405-2412, vol. 122, No. 4. |
Paepcke, et al., “Yelling in the Hall: Using Sidetone to Address a Problem with Mobile Remote Presence Systems”, Symposium on User Interface Software and Technology, Oct. 16-19, 2011, 10 pages (pp. 1-10 in pdf), Santa Barbara, CA, US. |
Peters, Robert W., “The Effect of High-Pass and Low-Pass Filtering of Side-Tone Upon Speaker Intelligibility”, Project Report No. NM 001 064.01.25, Research Report of the U.S. Naval School of Aviation Medicine, Aug. 16, 1954, 13 pages (pp. 1-13 in pdf), Pensacola, FL, US. |
Therrien, et al., “Sensory Attenuation of Self-Produced Feedback: The Lombard Effect Revisited”, PLOS ONE, Nov. 2012, pp. 1-7, vol. 7, Issue 11, e49370, Ontario, Canada. |
Campbell, Mikey, “Apple looking into self-adjusting earbud headphones with noise cancellation tech”, Apple Insider, Jul. 4, 2013, pp. 1-10 (10 pages in pdf), downloaded on May 14, 2014 from http://appleinsider.com/articles/13/07/04/apple-looking-into-self-adjusting-earbud-headphones-with-noise-cancellation-tech. |
International Patent Application No. PCT/US2014/017096, International Search Report and Written Opinion, May 27, 2014, 11 pages. |
Jin, et al., “A simultaneous equation method-based online secondary path modeling algorithm for active noise control”, Journal of Sound and Vibration, Apr. 25, 2007, pp. 455-474, vol. 303, No. 3-5, London, GB. |
Erkelens et al., “Tracking of Nonstationary Noise Based on Data-Driven Recursive Noise Power Estimation”, IEEE Transactions on Audio Speech, and Language Processing, vol. 16, No. 6, Aug. 2008. |
Rao et al., “A Novel Two Stage Single Channle Speech Enhancement Technique”, India Conference (INDICON) 2011 Annual IEEE, IEEE, Dec. 15, 2011. |
Rangachari et al., “A noise-estimation algorithm for highly non-stationary environments” Speech Communication, Elsevier Science Publishers, vol. 48, No. 2, Feb. 1, 2006. |
Pfann, et al., “LMS Adaptive Filtering with Delta-Sigma Modulated Inout Signals,” IEEE Signal Processing Letters, Apr. 1998, pp. 95-97, vol. 5, No. 4, IEEE Press, Piscataway, NJ. |
Toochinda, et al. “A Single-Input Two-Output Feedback Formulation for ANC Problems,” Proceedings of the 2001 American Control Conference, Jun. 2001, pp. 923-928, vol. 2, Arlington, VA. |
Kuo, et al., “Active Noise Control: A Tutorial Review,” Proceedings of the IEEE, Jun. 1999, pp. 943-973, vol. 87, No. 6, IEEE Press, Piscataway, NJ. |
Johns, et al., “Continuous-Time LMS Adaptive Recursive Filters,” IEEE Transactions on Circuits and Systems, Jul. 1991, pp. 769-778, vol. 38, No. 7, IEEE Press, Piscataway, NJ. |
Shoval, et al., “Comparison of DC Offset Effects in Four LMS Adaptive Algorithms,” IEEE Transactions on Circuits and Systems II: Analog and Digital Processing, Mar. 1995, pp. 176-185, vol. 42, Issue 3, IEEE Press, Piscataway, NJ. |
Mali, Dilip, “Comparison of DC Offset Effects on LMS Algorithm and its Derivatives,” International Journal of Recent Trends in Engineering, May 2009, pp. 323-328, vol. 1, No. 1, Academy Publisher. |
Kates, James M., “Principles of Digital Dynamic Range Compression,” Trends in Amplification, Spring 2005, pp. 45-76, vol. 9, No. 2, Sage Publications. |
Gao, et al., “Adaptive Linearization of a Loudspeaker,” IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr. 14-17, 1991, pp. 3589-3592, Toronto, Ontario, CA. |
Silva, et al., “Convex Combination of Adaptive Filters With Different Tracking Capabilities,” IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr. 15-20, 2007, pp. III 925-III 928, vol. 3, Honolulu, HI, USA. |
Akhtar, et al., “A Method for Online Secondary Path Modeling in Active Noise Control Systems,” IEEE International Symposium on Circuits and Systems, May 23-26, 2005, pp. 264-267, vol. 1, Kobe, Japan. |
Davari, et al., “A New Online Secondary Path Modeling Method for Feedforward Active Noise Control Systems,” IEEE International Conference on Industrial Technology, Apr. 21-24, 2008, pp. 1-6, Chengdu, China. |
Lan, et al., “An Active Noise Control System Using Online Secondary Path Modeling With Reduced Auxiliary Noise,” IEEE Signal Processing Letters, Jan. 2002, pp. 16-18, vol. 9, Issue 1, IEEE Press, Piscataway, NJ. |
Liu, et al., “Analysis of Online Secondary Path Modeling With Auxiliary Noise Scaled by Residual Noise Signal,” IEEE Transactions on Audio, Speech and Language Processing, Nov. 2010, pp. 1978-1993, vol. 18, Issue 8, IEEE Press, Piscataway, NJ. |
D. Senderowicz et al., “Low-Voltage Double-Sampled Delta-Sigma Converters,” IEEE J. Solid-State Circuits, vol. 37, pp. 1215-1225, Dec. 1997, 13 pages. |
P.J. Hurst and K.C. Dyer, “An improved double sampling scheme for switched-capacitor delta-sigma modulators,” IEEE Int. Symp. Circuits Systems, May 1992, vol. 3, pp. 1179-1182, 4 pages. |
Lopez-Caudana, Edgar Omar, Active Noise Cancellation: The Unwanted Signal and the Hybrid Solution, Adaptive Filtering Applications, Dr. Lino Garcia, ISBN: 978-953-307-306-4, InTech. |
Booji, P.S., Berkhoff, A.P., Virtual sensors for local, three dimensional, broadband multiple-channel active noise control and the effects on the quiet zones, Proceedings of ISMA2010 including USD2010, pp. 151-166. |
Widrow, B. et al., Adaptive Noise Cancelling: Principles and Applications, Proceedings of the IEEE, IEEE, New York, NY, U.S., vol. 63, No. 13, Dec. 1975, pp. 1692-1716. |
Morgan, Dennis R. et al., A Delayless Subband Adaptive Filter Architecture, IEEE Transactions on Signal Processing, IEEE Service Center, New York, NY, U.S., vol. 43, No. 8, Aug. 1995, pp. 1819-1829. |
International Patent Application No. PCT/US2014/040999, International Search Report and Written Opinion, Oct. 18, 2014, 12 pages. |
International Patent Application No. PCT/US2013/049407, International Search Report and Written Opinion, Jun. 18, 2014, 13 pages. |
International Search Report and Written Opinion of the International Searching Authority, International Patent Application No. PCT/US2014/017343, mailed Aug. 8, 2014, 22 pages. |
International Search Report and Written Opinion of the International Searching Authority, International Patent Application No. PCT/US2014/018027, mailed Sep. 4, 2014, 14 pages. |
International Search Report and Written Opinion of the International Searching Authority, International Patent Application No. PCT/US2014/017374, mailed Sep. 8, 2014, 13 pages. |
International Search Report and Written Opinion of the International Searching Authority, International Patent Application No. PCT/US2014/019395, mailed Sep. 9, 2014, 14 pages. |
International Search Report and Written Opinion of the International Searching Authority, International Patent Application No. PCT/US2014/019469, mailed Sep. 12, 2014, 13 pages. |
Feng, Jinwei et al., “A broadband self-tuning active noise equaliser”, Signal Processing, Elsevier Science Publishers B.V. Amsterdam, NL, vol. 62, No. 2, Oct. 1, 1997, pp. 251-256. |
Zhang, Ming et al., “A Robust Online Secondary Path Modeling Method with Auxiliary Noise Power Scheduling Strategy and Norm Constraint Manipulation”, IEEE Transactions on Speech and Audio Processing, IEEE Service Center, New York, NY, vol. 11, No. 1, Jan. 1, 2003. |
Lopez-Gaudana, Edgar et al., “A hybrid active noise cancelling with secondary path modeling”, 51st Midwest Symposium on Circuits and Systems, 2008, MWSCAS 2008, Aug. 10, 2008, pp. 277-280. |
International Patent Application No. PCT/US2015/017124, International Search Report and Written Opinion, Jul. 13, 2015, 19 pages. |
International Patent Application No. PCT/US2015/035073, International Search Report and Written Opinion, Oct. 8, 2015, 11 pages. |
Parkins, et al., Narrowband and broadband active control in an enclosure using the acoustic energy density, J. Acoust. Soc. Am. Jul. 2000, pp. 192-203, vol. 108, issue 1, U.S. |
International Patent Application No. PCT/US2015/022113, International Search Report and Written Opinion, Jul. 23, 2015, 13 pages. |
Combined Search and Examination Report, Application No. GB1512832.5, mailed Jan. 28, 2016, 7 pages. |
International Patent Application No. PCT/US2015/066260, International Search Report and Written Opinion, Apr. 21, 2016, 13 pages. |
English machine translation of JP 2006-217542 A (Okumura, Hiroshi; Howling Suppression Device and Loudspeaker, published Aug. 2006). |
Combined Search and Examination Report, Application No. GB1519000.2, mailed Apr. 21, 2016, 5 pages. |
Examination Report under Section 18(3), United Kingdom Application No. GB1512832.5, mailed Feb. 2, 2017. |
Number | Date | Country | |
---|---|---|---|
20150161981 A1 | Jun 2015 | US |