1. Field of the Invention
The present invention relates generally to personal audio devices such as wireless telephones that include noise cancellation, and more specifically, to a personal audio device in which the anti-noise signal is biased by filtering one or more of the adaptation inputs.
2. Background of the Invention
Wireless telephones, such as mobile/cellular telephones, cordless telephones, and other consumer audio devices, such as MP3 players and headphones or earbuds, 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.
The anti-noise signal can be generated using an adaptive filter that takes into account changes in the acoustic environment. However, adaptive noise canceling may cause an increase in apparent noise at certain frequencies due to the adaptive filter acting to decrease the amplitude of noise or other acoustic events at other frequencies, which may result in undesired behavior in a personal audio device.
Therefore, it would be desirable to provide a personal audio device, including a wireless telephone, that provides noise cancellation in a variable acoustic environment that can avoid problems associated with increasing apparent noise in some frequency bands while reducing apparent noise in others.
The above stated objective of providing a personal audio device providing noise cancellation in a variable acoustic environment, is accomplished in a personal audio device, a method of operation, and an integrated circuit. The method is a method of operation of the personal audio device and the integrated circuit, which can be incorporated within the personal audio device.
The personal audio device includes a housing, with a transducer mounted on the housing for reproducing an audio signal that includes both source audio for playback to a listener and an anti-noise signal for countering the effects of ambient audio sounds in an acoustic output of the transducer. A reference microphone is mounted on the housing to provide a reference microphone signal indicative of the ambient audio sounds. The personal audio device further includes an adaptive noise-canceling (ANC) processing circuit within the housing for adaptively generating an anti-noise signal from the reference microphone signal. An error microphone is included for controlling the adaptation of the anti-noise signal to cancel the ambient audio sounds and for correcting for the electro-acoustic path from the output of the processing circuit through the transducer. The anti-noise signal is generated such that the ambient audio sounds are minimized at the error microphone. One or both of the reference microphone and/or error microphone signals are filtered to weight one or more frequency regions in order to alter a degree of the minimization of the ambient audio sounds in the one or more frequency regions.
The foregoing and other objectives, features, and advantages of the invention will be apparent from the following, more particular, description of the preferred embodiment of the invention, as illustrated in the accompanying drawings.
The present invention encompasses noise canceling techniques and circuits that can be implemented in a personal audio device, such as a wireless telephone. The personal audio device includes an adaptive noise canceling (ANC) circuit that measures the ambient acoustic environment and generates an adaptive anti-noise signal that is injected in the speaker (or other transducer) output to cancel ambient acoustic events. A reference microphone is provided to measure the ambient acoustic environment and an error microphone is included to control adaptation of the anti-noise signal to cancel the ambient acoustic events and to provide estimation of an electro-acoustical path from the output of the ANC circuit through the speaker. An adaptive filter minimizes the ambient acoustic events at the error microphone signal by generating the anti-noise signal from the reference microphone signal using an adaptive filter. The coefficient control inputs of the adaptive filter are provided by the reference microphone signal and the error microphone signal. The ANC processing circuit avoids boosting particular frequencies of the reference microphone signal, thereby increasing noise at those frequencies, by filtering one or both of the reference microphone and error microphone signal provided to the coefficient control inputs of the adaptive filter, in order to alter the minimization of the ambient acoustic events at the error microphone signal. By altering the minimization, boosting of the particular frequencies can be prevented.
Referring now to
Wireless telephone 10 includes adaptive noise canceling (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 is provided for measuring the ambient acoustic environment, and is positioned away from the typical position of a user's mouth, so that the near-end speech is minimized in the signal produced by reference microphone R. A third microphone, error microphone E, is 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 at an error microphone reference position ERP, when wireless telephone 10 is in close proximity to ear 5. Exemplary circuits 14 within wireless telephone 10 include an audio CODEC integrated circuit 20 that receives the signals from reference microphone R, near speech microphone NS, and from error microphone E. Audio CODEC integrated circuit 20 interfaces with other integrated circuits such as an RF integrated circuit 12 containing the wireless telephone transceiver. In other embodiments of the invention, the circuits and techniques disclosed herein may be incorporated in a single integrated circuit that contains 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 general, the ANC techniques of the present invention measure ambient acoustic events (as opposed to the output of speaker SPKR and/or the near-end speech) impinging on reference microphone R, and also by measuring the same ambient acoustic events impinging on error microphone E. The ANC processing circuits of illustrated wireless telephone 10 adapt an anti-noise signal generated from the output of reference microphone R to have a characteristic that minimizes the amplitude of the ambient acoustic events at error microphone E, i.e. at error microphone reference position ERP. Since acoustic path P(z) extends from reference microphone R to error microphone E, the ANC circuits are essentially estimating acoustic path P(z) combined with 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 is affected by the proximity and structure of ear 5 and other physical objects and human head structures that may be in proximity to wireless telephone 10, when wireless telephone is not firmly pressed to ear 5. Since the user of wireless telephone 10 actually hears the output of speaker SPKR at a drum reference position DRP, differences between the signal produced by error microphone E and what is actually heard by the user are shaped by the response of the ear canal, as well as the spatial distance between error microphone reference position ERP and drum reference position DRP. At higher frequencies, the spatial differences lead to multi-path nulls that reduce the effectiveness of the ANC system, and in some cases may increase ambient noise. While the illustrated wireless telephone 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 wireless telephone 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 can be omitted, without changing the scope of the invention.
Referring now to
Referring now to
To implement the above, adaptive filter 34A has coefficients controlled by SE coefficient control block 33, which updates based on correlated components of downlink audio signal ds and an error value. The error value represents error microphone signal err after removal of the above-described filtered downlink audio signal ds, which has been previously filtered by adaptive filter 34A to represent the expected downlink audio delivered to error microphone E. The filtered version of downlink audio signal ds is removed from the output of adaptive filter 34A by combiner 36. SE coefficient control block 33 correlates the actual downlink speech signal ds with the components of downlink audio signal ds that are present in error microphone signal err. Adaptive filter 34A is thereby adapted to generate a signal from downlink audio signal ds, 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.
Under certain circumstances, the anti-noise signal provided from adaptive filter 32 may contain more energy at certain frequencies due to ambient sounds at other frequencies, because W coefficient control block 31 has adjusted the frequency response of adaptive filter 32 to suppress the more energetic signals, while allowing the gain of other regions of the frequency response of adaptive filter 32 to rise, leading to a boost of the ambient noise, or “noise boost”, in the other regions of the frequency response. In particular, response P(z) of the external acoustic path between reference microphone R and the error microphone E will generally include one or more multipath nulls at frequencies where the geometry of wireless telephone becomes significant with respect to the wavelength of sound. Since, due to the multi-path nulls, error microphone signal err will not contain energy correlated to the reference microphone signal ref at the frequencies of the nulls, the response of WADAPT(z) will not model deep nulls due to the lack of excitation at those frequencies as W coefficient control block 31 acts to reduce the average energy of error microphone signal err for components present in reference microphone signal ref. In particular, noise boost is problematic if coefficient control block 31 adjusts the frequency response of adaptive filter 32 to suppress more energetic signals in higher frequency ranges, e.g., between 2 kHz and 5 kHz, where multi-path nulls in paths P(z) generally arise. Therefore, the amplitude portion of response Cx(z) of filter 37A, the amplitude portion of response Ce(z) of filter 37B, or both, are tailored to prevent coefficient control block 31 from boosting noise in one or more particular frequency ranges or particular discrete frequencies. Raising the gain of filter 37A and/or filter 37B at a particular frequency has the effect of increasing the degree to which the anti-noise signal will attempt to cancel the ambient audio at that frequency, while lowering the gain of filter 37A and/or filter 37B at a particular frequency reduces the degree to which the anti-noise signal attempts to cancel the ambient audio at that frequency. In order to preserve stability in the output of W coefficient control 31, response Ce(z) of filter 37B will have a phase response matched to that of response Cx(z) of filter 37A, irrespective of which of filters 37A and 37B has an amplitude response tailored to prevent or limit the above-described noise boost condition.
Referring now to
As in the system of
Response S(z) is produced by another parallel set of filter stages 55A and 55B, one of which, filter stage 55B, has fixed response SEFIXED(z), and the other of which, filter stage 55A, has an adaptive response SEADAPT(z) controlled by leaky LMS coefficient controller 54B. The outputs of filter stages 55A and 55B are combined by a combiner 46E. Similar to the implementation of filter response W(z) described above, response SEFIXED(z) is generally a predetermined response known to provide a suitable starting point under various operating conditions for electrical/acoustical path S(z). A separate control value is provided in the system of
The above arrangement of baseband and oversampled signaling provides for simplified control and reduced power consumed in the adaptive control blocks, such as leaky LMS controllers 54A and 54B, while providing the tap flexibility afforded by implementing adaptive filter stages 44A-44B, 55A-55B and adaptive filter 51 at the oversampled rates. The remainder of the system of
In accordance with an embodiment of the invention, the output of combiner 46D is also combined with the output of adaptive filter stages 44A-44B that have been processed by a control chain that includes a corresponding hard mute block 45A, 45B for each of the filter stages, a combiner 46A that combines the outputs of hard mute blocks 45A, 45B, a soft mute 47 and then a soft limiter 48 to produce the anti-noise signal that is subtracted by a combiner 46B with the source audio output of combiner 46D. The output of combiner 46B is interpolated up by a factor of two by an interpolator 49 and then reproduced by a sigma-delta DAC 50 operated at the 64× oversampling rate. The output of DAC 50 is provided to amplifier A1, which generates the signal delivered to speaker SPKR.
Each or some of the elements in the system of
While the invention has been particularly shown and described with reference to the preferred embodiments thereof, it will be understood by those skilled in the art that the foregoing and other changes in form, and details may be made therein without departing from the spirit and scope of the invention.
This U.S. Patent Application Claims priority under 35 U.S.C. §119(e) to U.S. Provisional Patent Application Ser. No. 61/493,162 filed on Jun. 3, 2011.
Number | Name | Date | Kind |
---|---|---|---|
4020567 | Webster | May 1977 | A |
4352962 | LaMothe | Oct 1982 | A |
4649507 | Inaba et al. | Mar 1987 | A |
4926464 | Schley-May | May 1990 | A |
4998241 | Brox et al. | Mar 1991 | A |
5018202 | Takahashi | May 1991 | A |
5021753 | Chapman | Jun 1991 | A |
5044373 | Northeved et al. | Sep 1991 | A |
5117401 | Feintuch | May 1992 | A |
5204827 | Fujita et al. | Apr 1993 | A |
5251263 | Andrea et al. | Oct 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 |
5386477 | Popovich et al. | Jan 1995 | 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 |
5550925 | Hori et al. | Aug 1996 | A |
5559893 | Krokstad et al. | Sep 1996 | A |
5563819 | Nelson | Oct 1996 | A |
5586190 | Trantow et al. | Dec 1996 | A |
5633795 | Popovich | May 1997 | A |
5640450 | Watanabe | Jun 1997 | A |
5668747 | Ohashi | Sep 1997 | A |
5687075 | Stothers | Nov 1997 | A |
5696831 | Inanaga et al. | 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 |
5809152 | Nakamura et al. | Sep 1998 | A |
5815582 | Claybaugh | Sep 1998 | A |
5832095 | Daniels | Nov 1998 | A |
5852667 | Pan et al. | Dec 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 |
6181801 | Puthuff et al. | Jan 2001 | B1 |
6185300 | Romesburg | Feb 2001 | B1 |
6219427 | Kates et al. | Apr 2001 | B1 |
6278786 | McIntosh | Aug 2001 | B1 |
6282176 | Hemkumar | Aug 2001 | B1 |
6304179 | Lolito et al. | Oct 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 |
6445799 | Taenzer et al. | Sep 2002 | B1 |
6522746 | Marchok et al. | Feb 2003 | B1 |
6542436 | Myllyla | Apr 2003 | B1 |
6650701 | Hsiang et al. | Nov 2003 | B1 |
6683960 | Fujii et al. | Jan 2004 | B1 |
6738482 | Jaber | May 2004 | B1 |
6766292 | Chandran et al. | Jul 2004 | B1 |
6768795 | Feltstrom et al. | Jul 2004 | B2 |
6792107 | Tucker et al. | Sep 2004 | B2 |
6850617 | Weigand | Feb 2005 | B1 |
6940982 | Watkins | Sep 2005 | B1 |
7003093 | Prabhu et al. | Feb 2006 | B2 |
7016504 | Shennib | Mar 2006 | B1 |
7034614 | Robinson et al. | Apr 2006 | B2 |
7058463 | Ruha et al. | Jun 2006 | B1 |
7103188 | Jones | Sep 2006 | B1 |
7110864 | Restrepo et al. | Sep 2006 | B2 |
7181030 | Rasmussen et al. | Feb 2007 | B2 |
7317806 | Harvey et al. | Jan 2008 | B2 |
7321913 | McGrath | Jan 2008 | B2 |
7330739 | Somayajula | Feb 2008 | B2 |
7365669 | Melanson | Apr 2008 | B1 |
7368918 | Henson et al. | May 2008 | B2 |
7406179 | Ryan | Jul 2008 | B2 |
7441173 | Restrepo et al. | Oct 2008 | B2 |
7466838 | Mosely | Dec 2008 | B1 |
7555081 | Keele, Jr. | Jun 2009 | B2 |
7680456 | Muhammad et al. | Mar 2010 | B2 |
7742746 | Xiang et al. | Jun 2010 | B2 |
7742790 | Konchitsky et al. | Jun 2010 | B2 |
7817808 | Konchitsky et al. | Oct 2010 | B2 |
7953231 | Ishida | May 2011 | B2 |
8019050 | Mactavish et al. | Sep 2011 | B2 |
8085966 | Amsel | Dec 2011 | B2 |
8107637 | Asada et al. | Jan 2012 | B2 |
8144888 | Berkhoff et al. | Mar 2012 | B2 |
8155334 | Joho et al. | Apr 2012 | B2 |
8165313 | Carreras | Apr 2012 | B2 |
8189799 | Shridhar et al. | May 2012 | B2 |
D666169 | Tucker et al. | Aug 2012 | S |
8249262 | Chua et al. | Aug 2012 | B2 |
8251903 | LeBoeuf et al. | Aug 2012 | B2 |
8290537 | Lee et al. | Oct 2012 | B2 |
8311243 | Tucker et al. | Nov 2012 | B2 |
8320591 | Wurtz | Nov 2012 | B1 |
8325934 | Kuo | Dec 2012 | B2 |
8331604 | Saito et al. | Dec 2012 | B2 |
8374358 | Buck et al. | Feb 2013 | B2 |
8379884 | Horibe et al. | Feb 2013 | B2 |
8401200 | Tiscareno et al. | Mar 2013 | B2 |
8401204 | Odent et al. | Mar 2013 | B2 |
8428274 | Shiraishi et al. | Apr 2013 | B2 |
8442251 | Jensen et al. | May 2013 | B2 |
8526628 | Massie et al. | Sep 2013 | B1 |
8539012 | Clark | Sep 2013 | B2 |
8559661 | Tanghe | Oct 2013 | B2 |
8600085 | Chen et al. | Dec 2013 | B2 |
8681999 | Theverapperuma et al. | Mar 2014 | B2 |
8775172 | Konchitsky et al. | Jul 2014 | B2 |
8804974 | Melanson | Aug 2014 | B1 |
8831239 | Bakalos | Sep 2014 | B2 |
8842848 | Donaldson et al. | Sep 2014 | B2 |
8855330 | Taenzer | Oct 2014 | B2 |
8908877 | Abdollahzadeh Milani et al. | Dec 2014 | B2 |
8909524 | Stoltz et al. | Dec 2014 | B2 |
8942976 | Li et al. | Jan 2015 | B2 |
8977545 | Zeng et al. | Mar 2015 | B2 |
9020065 | Wyville | Apr 2015 | B2 |
9020160 | Gauger, Jr. | Apr 2015 | B2 |
9031251 | Alcock | May 2015 | B2 |
9066176 | Hendrix et al. | Jun 2015 | B2 |
9071724 | Do et al. | Jun 2015 | B2 |
9082391 | Yermeche et al. | Jul 2015 | B2 |
9123325 | Iseki et al. | Sep 2015 | B2 |
9129586 | Bajic et al. | Sep 2015 | B2 |
9203366 | Eastty | Dec 2015 | B2 |
9208769 | Azmi | Dec 2015 | B2 |
9226066 | Ohta et al. | Dec 2015 | B2 |
9264808 | Zhou et al. | Feb 2016 | B2 |
9294836 | Zhou et al. | Mar 2016 | B2 |
9478212 | Sorensen et al. | Oct 2016 | B1 |
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 |
20040017921 | Mantovani | 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 |
20040202333 | Csermak 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 |
20060013408 | Lee | Jan 2006 | 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 |
20060159282 | Borsch | Jul 2006 | A1 |
20060161428 | Fouret | Jul 2006 | A1 |
20060251266 | Saunders et al. | Nov 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 |
20070208520 | Zhang et al. | Sep 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 |
20080118083 | Mitsuhata | May 2008 | A1 |
20080144853 | Sommerfeldt et al. | Jun 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 |
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 |
20100166206 | Macours | Jul 2010 | A1 |
20100195838 | Bright | Aug 2010 | A1 |
20100195844 | Christoph et al. | Aug 2010 | A1 |
20100207317 | Iwami et al. | Aug 2010 | A1 |
20100226210 | Kordis et al. | Sep 2010 | A1 |
20100239126 | Grafenberg et al. | Sep 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 |
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 |
20100322430 | Isberg | Dec 2010 | A1 |
20110007907 | Park et al. | Jan 2011 | A1 |
20110026724 | Doclo | Feb 2011 | A1 |
20110091047 | Konchitsky et al. | Apr 2011 | A1 |
20110099010 | Zhang | Apr 2011 | A1 |
20110106533 | Yu | May 2011 | A1 |
20110116654 | Chan 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 |
20110158419 | Theverapperuma et al. | Jun 2011 | A1 |
20110206214 | Christoph et al. | Aug 2011 | A1 |
20110222698 | Asao et al. | Sep 2011 | A1 |
20110243343 | Gauger, Jr. | Oct 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 |
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 |
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 |
20120310640 | Kwatra et al. | Dec 2012 | A1 |
20130010982 | Elko et al. | Jan 2013 | A1 |
20130083939 | Fellers et al. | Apr 2013 | A1 |
20130156238 | Birch et al. | Jun 2013 | A1 |
20130243198 | Van Rumpt | Sep 2013 | A1 |
20130243225 | Yokota | Sep 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 et al. | Nov 2013 | A1 |
20130315403 | Samuelsson | Nov 2013 | A1 |
20130343556 | Bright | Dec 2013 | A1 |
20130343571 | Rayala et al. | Dec 2013 | A1 |
20140016803 | Puskarich | Jan 2014 | A1 |
20140036127 | Pong et al. | Feb 2014 | A1 |
20140044275 | Goldstein et al. | Feb 2014 | A1 |
20140050332 | Nielsen et al. | Feb 2014 | A1 |
20140072134 | Po et al. | Mar 2014 | A1 |
20140086425 | Jensen et al. | Mar 2014 | A1 |
20140146976 | Rundle | May 2014 | A1 |
20140177851 | Kitazawa et al. | Jun 2014 | A1 |
20140177890 | Hojlund et al. | Jun 2014 | A1 |
20140211953 | Alderson et al. | Jul 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 et al. | Oct 2014 | A1 |
20140307887 | Alderson | Oct 2014 | A1 |
20140307888 | Alderson et al. | Oct 2014 | A1 |
20140314244 | Yong | Oct 2014 | A1 |
20140314247 | Zhang | Oct 2014 | A1 |
20140341388 | Goldstein | Nov 2014 | A1 |
20150092953 | Abdollahzadeh Milani et al. | Apr 2015 | A1 |
20150161981 | Kwatra | Jun 2015 | A1 |
20150195646 | Kumar et al. | Jul 2015 | A1 |
20150256953 | Kwatra et al. | Sep 2015 | A1 |
20150365761 | Alderson et al. | Dec 2015 | A1 |
20160063988 | Hendrix et al. | Mar 2016 | A1 |
20160196816 | Zhou et al. | Jul 2016 | A1 |
20160232887 | Hendrix et al. | Aug 2016 | A1 |
Number | Date | Country |
---|---|---|
101552939 | Oct 2009 | CN |
102011013343 | Sep 2012 | DE |
0412902 | Feb 1991 | EP |
0756407 | Jan 1997 | EP |
0898266 | Feb 1999 | EP |
1691577 | Aug 2006 | EP |
1880699 | Jan 2008 | EP |
1921603 | May 2008 | EP |
1947642 | Jul 2008 | EP |
2133866 | Dec 2009 | EP |
2216774 | Aug 2010 | EP |
2237573 | Oct 2010 | EP |
2259250 | Dec 2010 | EP |
2395500 | Dec 2011 | EP |
2395501 | Dec 2011 | EP |
2551845 | Jan 2013 | EP |
2401744 | Nov 2004 | GB |
2436657 | Oct 2007 | GB |
2455821 | Jun 2009 | GB |
2455824 | Jun 2009 | GB |
2455828 | Jun 2009 | GB |
2484722 | Apr 2012 | GB |
2539280 | Dec 2016 | GB |
H05265468 | Oct 1993 | JP |
06006246 | Jan 1994 | JP |
H06-186985 | Jul 1994 | JP |
H06232755 | Aug 1994 | JP |
07098592 | Apr 1995 | JP |
07104769 | Apr 1995 | JP |
07240989 | Sep 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 |
2007175486 | Jul 2007 | JP |
2008015046 | Jan 2008 | JP |
2010277025 | Dec 2010 | JP |
2011055494 | Mar 2011 | JP |
2011061449 | Mar 2011 | JP |
WO 9113429 | Sep 1991 | WO |
WO 1993004529 | Mar 1993 | WO |
WO 1994007212 | Mar 1994 | WO |
WO 9911045 | Mar 1999 | WO |
WO 03015074 | Feb 2003 | WO |
WO 03015275 | Feb 2003 | WO |
WO 2004009007 | Jan 2004 | WO |
WO 2004017303 | Feb 2004 | WO |
WO 2006125061 | Nov 2006 | WO |
WO 2006128768 | Dec 2006 | WO |
WO 2007007916 | Jan 2007 | WO |
WO 2007011337 | Jan 2007 | WO |
WO 2007110807 | Oct 2007 | WO |
WO 2007113487 | Nov 2007 | WO |
WO 2009041012 | Apr 2009 | WO |
WO 2009110087 | Sep 2009 | WO |
WO 2009155696 | Dec 2009 | WO |
WO 2010117714 | Oct 2010 | WO |
WO 2010131154 | Nov 2010 | WO |
WO 2012134874 | Oct 2012 | WO |
WO-2013106370 | Jul 2013 | WO |
WO 2015038255 | Mar 2015 | WO |
WO 2015088639 | Jun 2015 | WO |
WO 2015088651 | Jun 2015 | WO |
WO 2016054186 | Apr 2016 | WO |
WO-2016100602 | Jun 2016 | WO |
Entry |
---|
Rafaely, Active noise reducing headset an overview,2001. |
U.S. Appl. No. 14/228,322, filed Mar. 28, 2014, Alderson et al. |
U.S. Appl. No. 13/762,504, filed Feb. 8, 2013, Abdollahzadeh Milani et al. |
U.S. Appl. No. 13/721,832, filed Dec. 20, 2012, Lu et al. |
U.S. Appl. No. 13/724,656, filed Dec. 21, 2012, Lu et al. |
U.S. Appl. No. 14/252,235, filed Apr. 14, 2014, Lu et al. |
U.S. Appl. No. 13/968,013, filed Aug. 15, 2013, Abdollahzadeh Milani et al. |
U.S. Appl. No. 13/924,935, filed Jun. 24, 2013, Hellman. |
U.S. Appl. No. 13/896,526, filed May 17, 2013, Naderi. |
U.S. Appl. No. 14/101,955, filed Dec. 10, 2013, Alderson. |
U.S. Appl. No. 14/101,777, filed Dec. 10, 2013, Alderson et al. |
Abdollahzadeh Milani, et al., “On Maximum Achievable Noise Reduction in ANC Systems”,2010 IEEE International Conference on Acoustics Speech and Signal Processing, Mar. 14-19, 2010, pp. 349-352, Dallas, TX, US. |
Cohen, Israel, “Noise Spectrum Estimation in Adverse Environments: Improved Minima Controlled Recursive Averaging”, IEEE Transactions on Speech and Audio Processing, Sep. 2003, pp. 1-11, vol. 11, Issue 5, Piscataway, NJ, US. |
Ryan, et al., “Optimum Near-Field Performance of Microphone Arrays Subject to a Far-Field Beampattern Constraint”, J. Acoust. Soc. Am., Nov. 2000, pp. 2248-2255, 108 (5), Pt. 1, Ottawa, Ontario, Canada. |
Cohen, et al., “Noise Estimation by Minima Controlled Recursive Averaging for Robust Speech Enhancement”, IEEE Signal Processing Letters, Jan. 2002, pp. 12-15, vol. 9, No. 1, Piscataway, NJ, US. |
Martin, Rainer, “Noise Power Spectral Density Estimation Based on Optimal Smoothing and Minimum Statistics”, IEEE Transactions on Speech and Audio Processing, Jul. 2001, pp. 504-512, vol. 9, No. 5, Piscataway, NJ, US. |
Martin, Rainer, “Spectral Subtraction Based on Minimum Statistics”, Signal Processing VII Theories and Applications, Proceedings of EUSIPCO-94, 7th European Signal Processing Conference, Sep. 13-16, 1994, pp. 1182-1185, vol. III, Edinburgh, Scotland, U.K. |
Booij, et al., “Virtual sensors for local, three dimensional, broadband multiple-channel active noise control and the effects on the quiet zones”, Proceedings of the International Conference on Noise and Vibration Engineering, ISMA 2010, Sep. 20-22, 2010, pp. 151-166, Leuven. |
Kuo, et al., “Residual noise shaping technique for active noise control systems”, J. Acoust. Soc. Am. 95 (3), Mar. 1994, pp. 1665-1668. |
Lopez-Caudana, Edgar Omar, “Active Noise Cancellation: The Unwanted Signal and the Hybrid Solution”, Adaptive Filtering Applications, Dr. Lino Garcia (Ed.), Jul. 2011, pp. 49-84, ISBN: 978-953-307-306-4, InTech. |
Senderowicz, et al., “Low-Voltage Double-Sampled Delta-Sigma Converters”, IEEE Journal on Solid-State Circuits, Dec. 1997, pp. 1907-1919, vol. 32, No. 12, Piscataway, NJ. |
Hurst, et al., “An improved double sampling scheme for switched-capacitor delta-sigma modulators”, 1992 IEEE Int. Symp. on Circuits and Systems, May 10-13, 1992, vol. 3, pp. 1179-1182, San Diego, CA. |
U.S. Appl. No. 13/686,353, filed Nov. 27, 2012, Hendrix et al. |
U.S. Appl. No. 13/795,160, filed Mar. 12, 2013, Hendrix et al. |
U.S. Appl. No. 13/692,367, filed Dec. 3, 2012, Alderson et al. |
U.S. Appl. No. 13/722,119, filed Dec. 20, 2012, Hendrix et al. |
U.S. Appl. No. 13/727,718, filed Dec. 27, 2012, Alderson et al. |
U.S. Appl. No. 13/784,018, filed Mar. 4, 2013, Alderson et al. |
U.S. Appl. No. 13/787,906, filed Mar. 7, 2013, Alderson et al. |
U.S. Appl. No. 13/729,141, filed Dec. 28, 2012, Zhou et al. |
U.S. Appl. No. 13/794,931, filed Mar. 12, 2013, Lu et al. |
U.S. Appl. No. 13/794,979, filed Mar. 12, 2013, Alderson et al. |
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. |
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 925-928, 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. |
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, US. |
Feng, et al.., “A broadband self-tuning active noise equaliser”, Signal Processing, Oct. 1, 1997, pp. 251-256, vol. 62, No. 2, Elsevier Science Publishers B.V. Amsterdam, NL. |
Zhang, 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, Jan. 1, 2003, pp. 45-53, vol. 11, No. 1, NY. |
Lopez-Gaudana, et al., “A hybrid active noise cancelling with secondary path modeling”, 51st Midwest Symposium on Circuits and Systems, MWSCAS 2008, Aug. 10-13, 2008, pp. 277-280, IEEE, Knoxville, TN. |
International Search Report and Written Opinion in PCT/US2012/039314, mailed on Apr. 4, 2013, 13 pages (pp. 1-13 in pdf). |
Written Opinion of the International Preliminary Examining Authority in PCT/US2012/039314, mailed on Sep. 26, 2013, 6 pages. (pp. 1-6 in pdf). |
International Preliminary Report on Patentability in PCT/US2012/039314, mailed on Jan. 9, 2014, 23 pages. (pp. 1-23 in pdf). |
Pfann, et al., “LMS Adaptive Filtering with Delta-Sigma Modulated Input Signals,” IEEE Signal Processing Letters, Apr. 1998, pp. 95-97, vol. 5, No. 4, IEEE Press, Piscataway, NJ. |
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. |
U.S. Appl. No. 14/197,814, filed Mar. 5, 2014, Kaller et al. |
U.S. Appl. No. 14/210,537, filed Mar. 14, 2014, Abdollahzadeh Milani et al. |
U.S. Appl. No. 14/210,589, filed Mar. 14, 2014, Abdollahzadeh Milani et al. |
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. |
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. |
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. |
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. |
U.S. Appl. No. 14/029,159, filed Sep. 17, 2013, Li et al. |
U.S. Appl. No. 14/062,951, filed Oct. 25, 2013, Zhou et al. |
U.S. Appl. No. 13/968,007, filed Aug. 15, 2013, Hendrix et al. |
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. |
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, Aug. 2008, pp. 1112-1123, vol. 16, No. 6, Piscataway, NJ, US. |
Rao, et al., “A Novel Two State Single Channel Speech Enhancement Technique”, India Conference (INDICON) 2011 Annual IEEE, IEEE, Dec. 2011, 6 pages (pp. 1-6 in pdf), Piscataway, NJ US.. |
Rangachari, et al., “A noise-estimation algorithm for highly non-stationary environments”, Speech Communication, Feb. 2006, pp. 220-231, vol. 48, No. 2. Elsevier Science Publishers. |
U.S. Appl. No. 14/578,567, filed Dec. 22, 2014, Kwatra et al. |
Widrow, B., et al., Adaptive Noise Cancelling; Principles and Applications, Proceedings of the IEEE, Dec. 1975, pp. 1692-1716, vol. 63, No. 13, IEEE, New York, NY, US. |
Morgan, et al., A Delayless Subband Adaptive Filter Architecture, IEEE Transactions on Signal Processing, IEEE Service Center, Aug. 1995, pp. 1819-1829, vol. 43, No. 8, New York, NY, US. |
U.S. Appl. No. 14/656,124, filed Mar. 12, 2015, Hendrix et al. |
U.S. Appl. No. 14/734,321, filed Jun. 9, 2015, Alderson et al. |
U.S. Appl. No. 15/202,644, dated Jul. 6, 2016, Hendrix, et al. |
U.S. Appl. No. 14/832,585, dated Aug. 21, 2015, Zhou. |
U.S. Appl. No. 15/241,375, dated Aug. 19, 2016, Lu, et al. |
Ray, 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, Jan. 2006, pp. 2026-2036, vol. 120, No. 4, New York, NY. |
Wu, et al., “Decoupling feedforward and feedback structures in hybrid active noise control systems for uncorrelated narrowband disturbances”, Journal of Sound and Vibration, vol. 350, Aug. 18, 2015, pp. 1-10, Elsevier. |
Lopez-Caudana, et al., “A Hybrid Noise Cancelling Algorithm with Secondary Path Estimation”, WSEAS Transactions on Signal Processing, vol. 4, No. 12, Dec. 2008, pp. 677-687, Mexico. |
Goeckler, H.G. et al., “Efficient Multirate Digital Filters Based on Fractional Polyphase Decomposition for Subnyquist Processing”, Proceedings of the European Conference on Circuit Theory & Design, vol. 1, Jan. 1, 1999, pp. 409-412. |
Number | Date | Country | |
---|---|---|---|
20120308028 A1 | Dec 2012 | US |
Number | Date | Country | |
---|---|---|---|
61493162 | Jun 2011 | US |