IP Library › Granted Patent US 12,250,526
Granted Patent B2
US 12,250,526 · App. 18/151,042 · Granted Mar 11, 2025

Audio beamforming with nulling control system and methods

Inventors: Wenshun Tian (Palatine, IL); Michael Ryan Lester (Colorado Springs, CO)
Assignee: Shure Acquisition Holdings, Inc.
H04R3/005G10L21/0232H04R1/406G10L2021/02082G10L2021/02166H04R2201/401H04R2410/01
View Patent ↗
Loading inventors, assignments & file history…
Monitor This Case
Get email alerts when status or documents change.
Order Certified Copies
Most orders are placed with the USPTO same day — all within 24 business hours.
Order via The Patent Place →
Pre-filled with this patent's details
Quick Facts
Patent No.
US 12,250,526
App. No.
18/151,042
Granted
Mar 11, 2025
Kind
B2
Abstract

Audio beamforming systems and methods that enable more precise control of lobes and nulls of an array microphone are provided. Optimized beamformer coefficients can be generated to result in beamformed signals associated with one or more lobes steered towards one or more desired sound locations and one or more nulls steered towards one or more undesired sound location. The performance of acoustic echo cancellation can be improved and enhanced.

Claims (38)

1. A method, comprising:

receiving a plurality of audio signals from a plurality of microphones;

receiving a first steering vector associated with a desired sound location and a second steering vector associated with an undesired sound location;

generating a set of beamformer coefficients based on the first steering vector and the second steering vector, wherein the set of beamformer coefficients is generated to result in a beamformed signal associated with a lobe steered towards the desired sound location and a null steered towards the undesired sound location; and

generating the beamformed signal based on the plurality of audio signals and the set of beamformer coefficients, using a frequency domain beamforming technique.

2. The method of claim 1 , wherein the undesired sound location comprises a location of a loudspeaker.

3. The method of claim 1 , wherein generating the set of beamformer coefficients comprises generating the set of beamformer coefficients such that the lobe steered towards the desired sound location has a unity gain and the null steered towards the undesired sound location has an attenuated gain.

4. The method of claim 3 , wherein the attenuated gain associated with the null is variable relative to a shape of the lobe.

5. The method of claim 1 , wherein generating the set of beamformer coefficients comprises generating an optimized set of beamformer coefficients using a Lagrange multiplier.

6. The method of claim 5 , wherein generating the optimized set of beamformer coefficients using the Lagrange multiplier comprises:

forming a noise covariance matrix based on undesired sound in the plurality of audio signals;

forming a null matrix based on the noise covariance matrix, the first steering vector associated with the desired sound location, and the second steering vector associated with the undesired sound location; and

calculating the optimized set of beamformer coefficients using the Lagrange multiplier and based on the noise covariance matrix, the null matrix, the first steering vector, and the second steering vector.

7. The method of claim 1 , further comprising:

mixing the beamformed signal with at least one other beamformed signal to generate a mixed beamformed signal; and

performing acoustic echo cancellation on the mixed beamformed signal to generate an echo-cancelled mixed beamformed signal.

8. The method of claim 1 , wherein generating the beamformed signal comprises generating the beamformed signal such that the null steered towards the undesired sound location is limited to attenuate a specific frequency range.

9. The method of claim 8 , wherein the null steered towards the undesired sound location is limited to attenuate the specific frequency range such that an echo return loss metric of an acoustic echo cancellation process is increased.

10. The method of claim 8 , further comprising selecting the specific frequency range based on an echo return loss metric of an acoustic echo cancellation process.

11. The method of claim 1 , wherein the set of beamformer coefficients is generated to result in the beamformed signal being further associated with (1) a plurality of lobes each steered towards the desired sound location and comprising the lobe, and (2) a plurality of nulls each steered towards the undesired sound location and comprising the null.

12. The method of claim 1 , wherein the set of beamformer coefficients is generated to result in the beamformed signal being further associated with (1) the lobe steered towards the desired sound location, and (2) a plurality of nulls each steered towards a plurality of undesired sound locations and comprising the null.

13. The method of claim 1 , wherein the set of beamformer coefficients is generated to result in the beamformed signal being further associated with (1) a plurality of lobes steered towards the desired sound location and comprising the lobe, and (2) the null steered towards the undesired sound location.

14. An audio device, comprising:

a plurality of microphones configured to generate a plurality of audio signals;

a coefficient generator configured to:

receive a first steering vector associated with a desired sound location and a second steering vector associated with an undesired sound location; and

generate a set of beamformer coefficients based on the first steering vector and the second steering vector, wherein the set of beamformer coefficients is generated to result in a beamformed signal associated with a lobe steered towards the desired sound location and a null steered towards the undesired sound location; and

a beamformer in communication with the plurality of microphones and the coefficient generator, the beamformer configured to generate the beamformed signal based on the plurality of audio signals and the set of beamformer coefficients, using a frequency domain beamforming technique.

15. The audio device of claim 14 :

further comprising a loudspeaker; and

wherein the undesired sound location comprises a location of the loudspeaker.

16. The audio device of claim 14 , wherein the coefficient generator is configured to generate the set of beamformer coefficients by generating an optimized set of beamformer coefficients using a Lagrange multiplier.

17. The audio device of claim 14 , further comprising:

a mixer in communication with the beamformer, the mixer configured to mix the beamformed signal with at least one other beamformed signal to generate a mixed beamformed signal; and

an acoustic echo canceller in communication with the mixer, the acoustic echo canceller configured to perform acoustic echo cancellation on the mixed beamformed signal to generate an echo-cancelled mixed beamformed signal.

18. The audio device of claim 14 , wherein the beamformer is configured to generate the beamformed signal by generating the beamformed signal such that the null steered towards the undesired sound location is limited to attenuate a specific frequency range.

19. The audio device of claim 18 , wherein the null steered towards the undesired sound location is limited to attenuate the specific frequency range such that an echo return loss metric of an acoustic echo cancellation process is increased.

20. The audio device of claim 18 , wherein the beamformer is further configured to select the specific frequency range based on an echo return loss metric of an acoustic echo cancellation process.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jan 9, 2023
From: TIAN, WENSHUN; LESTER, MICHAEL RYAN
To: SHURE ACQUISITION HOLDINGS, INC.
Reel/Frame 062317/0915 →
Continuity (2)
Provisional Application 63266555 · Jan 7, 2022
Related Publication 20230224635A1 · Jul 13, 2023
References Cited (400)
US 1535408A · Fricke · 1925 [cited by applicant]
US 1540788A · McClure · 1925 [cited by applicant]
US 1965830A · Hammer · 1934 [cited by applicant]
US 2075588A · Meyers · 1937 [cited by applicant]
US 2113219A · Olson · 1938 [cited by applicant]
US 2164655A · Kleerup · 1939 [cited by applicant]
US D122771S · Doner · 1940 [cited by applicant]
US 2233412A · Hill · 1941 [cited by applicant]
US 2268529A · Stiles · 1941 [cited by applicant]
US 2343037A · Adelman · 1944 [cited by applicant]
US 2377449A · Prevette · 1945 [cited by applicant]
US 2481250A · Schneider · 1949 [cited by applicant]
US 2521603A · Prew · 1950 [cited by applicant]
US 2533565A · Eichelman · 1950 [cited by applicant]
US 2539671A · Olson · 1951 [cited by applicant]
US 2777232A · Kulicke · 1957 [cited by applicant]
US 2828508A · Labarre · 1958 [cited by applicant]
US 2840181A · Wildman · 1958 [cited by applicant]
US 2882633A · Howell · 1959 [cited by applicant]
US 2912605A · Tibbetts · 1959 [cited by applicant]
US 2938113A · Schnell · 1960 [cited by applicant]
US 2950556A · Larios · 1960 [cited by applicant]
US 3019854A · Obryant · 1962 [cited by applicant]
US 3132713A · Seeler · 1964 [cited by applicant]
US 3143182A · Sears · 1964 [cited by applicant]
US 3160225A · Sechrist · 1964 [cited by applicant]
US 3161975A · McMillan · 1964 [cited by applicant]
US 3205601A · Gawne · 1965 [cited by applicant]
US 3239973A · Hannes · 1966 [cited by applicant]
US 3240883A · Seeler · 1966 [cited by applicant]
US 3310901A · Sarkisian · 1967 [cited by applicant]
US 3321170A · Vye · 1967 [cited by applicant]
US 3509290A · Mochida · 1970 [cited by applicant]
US 3573399A · Schroeder · 1971 [cited by applicant]
US 3657490A · Scheiber · 1972 [cited by applicant]
US 3696885A · Grieg · 1972 [cited by applicant]
US 3755625A · Maston · 1973 [cited by applicant]
US 3828508A · Moeller · 1974 [cited by applicant]
US 3857191A · Sadorus · 1974 [cited by applicant]
US 3895194A · Fraim · 1975 [cited by applicant]
US 3906431A · Clearwaters · 1975 [cited by applicant]
US D237103S · Fisher · 1975 [cited by applicant]
US 3936606A · Wanke · 1976 [cited by applicant]
US 3938617A · Forbes · 1976 [cited by applicant]
US 3941638A · Horky · 1976 [cited by applicant]
US 3992584A · Dugan · 1976 [cited by applicant]
US 4007461A · Luedtke · 1977 [cited by applicant]
US 4008408A · Kodama · 1977 [cited by applicant]
US 4029170A · Phillips · 1977 [cited by applicant]
US 4032725A · McGee · 1977 [cited by applicant]
US 4070547A · Dellar · 1978 [cited by applicant]
US 4072821A · Bauer · 1978 [cited by applicant]
US 4096353A · Bauer · 1978 [cited by applicant]
US 4127156A · Brandt · 1978 [cited by applicant]
US 4131760A · Christensen · 1978 [cited by applicant]
US 4169219A · Beard · 1979 [cited by applicant]
US 4184048A · Alcaide · 1980 [cited by applicant]
US 4198705A · Massa · 1980 [cited by applicant]
US D255234S · Wellward · 1980 [cited by applicant]
US D256015S · Doherty · 1980 [cited by applicant]
US 4212133A · Lufkin · 1980 [cited by applicant]
US 4237339A · Bunting · 1980 [cited by applicant]
US 4244096A · Kashichi · 1981 [cited by applicant]
US 4244906A · Heinemann · 1981 [cited by applicant]
US 4254417A · Speiser · 1981 [cited by applicant]
US 4275694A · Nagaishi · 1981 [cited by applicant]
US 4296280A · Richie · 1981 [cited by applicant]
US 4305141A · Massa · 1981 [cited by applicant]
US 4308425A · Momose · 1981 [cited by applicant]
US 4311874A · Wallace, Jr. · 1982 [cited by applicant]
US 4330691A · Gordon · 1982 [cited by applicant]
US 4334740A · Wray · 1982 [cited by applicant]
US 4365449A · Liautaud · 1982 [cited by applicant]
US 4373191A · Fette · 1983 [cited by applicant]
US 4393631A · Krent · 1983 [cited by applicant]
US 4414433A · Horie · 1983 [cited by applicant]
US 4429850A · Weber · 1984 [cited by applicant]
US 4436966A · Botros · 1984 [cited by applicant]
US 4449238A · Lee · 1984 [cited by applicant]
US 4466117A · Rudolf · 1984 [cited by applicant]
US 4485484A · Flanagan · 1984 [cited by applicant]
US 4489442A · Anderson · 1984 [cited by applicant]
US 4518826A · Caudill · 1985 [cited by applicant]
US 4521908A · Miyaji · 1985 [cited by applicant]
US 4566557A · Lemaitre · 1986 [cited by applicant]
US 4593404A · Bolin · 1986 [cited by applicant]
US 4594478A · Gumb · 1986 [cited by applicant]
US D285067S · Delbuck · 1986 [cited by applicant]
US 4625827A · Bartlett · 1986 [cited by applicant]
US 4653102A · Hansen · 1987 [cited by applicant]
US 4658425A · Julstrom · 1987 [cited by applicant]
US 4669108A · Deinzer · 1987 [cited by applicant]
US 4675906A · Sessler · 1987 [cited by applicant]
US 4693174A · Anderson · 1987 [cited by applicant]
US 4696043A · Iwahara · 1987 [cited by applicant]
US 4712231A · Julstrom · 1987 [cited by applicant]
US 4741038A · Elko · 1988 [cited by applicant]
US 4752961A · Kahn · 1988 [cited by applicant]
US 4768086A · Paist · 1988 [cited by applicant]
US 4805730A · O'Neill · 1989 [cited by applicant]
US 4815132A · Minami · 1989 [cited by applicant]
US 4860366A · Fukushi · 1989 [cited by applicant]
US 4862507A · Woodard · 1989 [cited by applicant]
US 4866868A · Kass · 1989 [cited by applicant]
US 4881135A · Heilweil · 1989 [cited by applicant]
US 4888807A · Reichel · 1989 [cited by applicant]
US 4903247A · Van Gerwen · 1990 [cited by applicant]
US 4923032A · Nuernberger · 1990 [cited by applicant]
US 4928312A · Hill · 1990 [cited by applicant]
US 4969197A · Takaya · 1990 [cited by applicant]
US 5000286A · Crawford · 1991 [cited by applicant]
US 5038935A · Wenkman · 1991 [cited by applicant]
US 5058170A · Kanamori · 1991 [cited by applicant]
US 5088574A · Kertesz, III · 1992 [cited by applicant]
US D324780S · Sebesta · 1992 [cited by applicant]
US 5121426A · Baumhauer · 1992 [cited by applicant]
US D329239S · Hahn · 1992 [cited by applicant]
US 5189701A · Jain · 1993 [cited by applicant]
US 5204907A · Staple · 1993 [cited by applicant]
US 5214709A · Ribic · 1993 [cited by applicant]
US 5224170A · Waite, Jr. · 1993 [cited by applicant]
US D340718S · Leger · 1993 [cited by applicant]
US 5289544A · Franklin · 1994 [cited by applicant]
US D345346S · Alfonso · 1994 [cited by applicant]
US D345379S · Chan · 1994 [cited by applicant]
US 5297210A · Julstrom · 1994 [cited by applicant]
US 5322979A · Cassity · 1994 [cited by applicant]
US 5323459A · Hirano · 1994 [cited by applicant]
US 5329593A · Lazzeroni · 1994 [cited by applicant]
US 5335011A · Addeo · 1994 [cited by applicant]
US 5353279A · Koyama · 1994 [cited by applicant]
US 5359374A · Schwartz · 1994 [cited by applicant]
US 5371789A · Hirano · 1994 [cited by applicant]
US 5383293A · Royal · 1995 [cited by applicant]
US 5384843A · Masuda · 1995 [cited by applicant]
US 5396554A · Hirano · 1995 [cited by applicant]
US 5400413A · Kindel · 1995 [cited by applicant]
US D363045S · Phillips · 1995 [cited by applicant]
US 5473701A · Cezanne · 1995 [cited by applicant]
US 5509634A · Gebka · 1996 [cited by applicant]
US 5513265A · Hirano · 1996 [cited by applicant]
US 5525765A · Freiheit · 1996 [cited by applicant]
US 5550924A · Helf · 1996 [cited by applicant]
US 5550925A · Hori · 1996 [cited by applicant]
US 5555447A · Kotzin · 1996 [cited by applicant]
US 5574793A · Hirschhorn · 1996 [cited by applicant]
US 5602962A · Kellermann · 1997 [cited by applicant]
US 5633936A · Oh · 1997 [cited by applicant]
US 5645257A · Ward · 1997 [cited by applicant]
US D382118S · Ferrero · 1997 [cited by applicant]
US 5657393A · Crow · 1997 [cited by applicant]
US 5661813A · Shimauchi · 1997 [cited by applicant]
US 5673327A · Julstrom · 1997 [cited by applicant]
US 5687229A · Sih · 1997 [cited by applicant]
US 5706344A · Finn · 1998 [cited by applicant]
US 5715319A · Chu · 1998 [cited by applicant]
US 5717171A · Miller · 1998 [cited by applicant]
US D392977S · Kim · 1998 [cited by applicant]
US D394061S · Fink · 1998 [cited by applicant]
US 5761318A · Shimauchi · 1998 [cited by applicant]
US 5766702A · Lin · 1998 [cited by applicant]
US 5787183A · Chu · 1998 [cited by applicant]
US 5796819A · Romesburg · 1998 [cited by applicant]
US 5848146A · Slattery · 1998 [cited by applicant]
US 5870482A · Loeppert · 1999 [cited by applicant]
US 5878147A · Killion · 1999 [cited by applicant]
US 5888412A · Sooriakumar · 1999 [cited by applicant]
US 5888439A · Miller · 1999 [cited by applicant]
US D416315S · Nanjo · 1999 [cited by applicant]
US 5978211A · Hong · 1999 [cited by applicant]
US 5991277A · Maeng · 1999 [cited by applicant]
US 6035962A · Lin · 2000 [cited by applicant]
US 6039457A · O'Neal · 2000 [cited by applicant]
US 6041127A · Elko · 2000 [cited by applicant]
US 6049607A · Marash · 2000 [cited by applicant]
US D424538S · Hayashi · 2000 [cited by applicant]
US 6069961A · Nakazawa · 2000 [cited by applicant]
US 6125179A · Wu · 2000 [cited by applicant]
US D432518S · Muto · 2000 [cited by applicant]
US 6128395A · De Vries · 2000 [cited by applicant]
US 6137887A · Anderson · 2000 [cited by applicant]
US 6144746A · Azima · 2000 [cited by applicant]
US 6151399A · Killion · 2000 [cited by applicant]
US 6173059B1 · Huang · 2001 [cited by applicant]
US 6198831B1 · Azima · 2001 [cited by applicant]
US 6205224B1 · Underbrink · 2001 [cited by applicant]
US 6215881B1 · Azima · 2001 [cited by applicant]
US 6266427B1 · Mathur · 2001 [cited by applicant]
US 6285770B1 · Azima · 2001 [cited by applicant]
US 6301357B1 · Romesburg · 2001 [cited by applicant]
US 6329908B1 · Frecska · 2001 [cited by applicant]
US 6332029B1 · Azima · 2001 [cited by applicant]
US D453016S · Nevill · 2002 [cited by applicant]
US 6386315B1 · Roy · 2002 [cited by applicant]
US 6393129B1 · Conrad · 2002 [cited by applicant]
US 6424635B1 · Song · 2002 [cited by applicant]
US 6442272B1 · Osovets · 2002 [cited by applicant]
US 6449593B1 · Valve · 2002 [cited by applicant]
US 6481173B1 · Roy · 2002 [cited by applicant]
US 6488367B1 · Debesis · 2002 [cited by applicant]
US D469090S · Tsuji · 2003 [cited by applicant]
US 6505057B1 · Finn · 2003 [cited by applicant]
US 6507659B1 · Iredale · 2003 [cited by applicant]
US 6510919B1 · Roy · 2003 [cited by applicant]
US 6526147B1 · Rung · 2003 [cited by applicant]
US 6556682B1 · Gilloire · 2003 [cited by applicant]
US 6592237B1 · Pledger · 2003 [cited by applicant]
US 6622030B1 · Romesburg · 2003 [cited by applicant]
US D480923S · Neubourg · 2003 [cited by applicant]
US 6633647B1 · Markow · 2003 [cited by applicant]
US 6665971B2 · Lowry · 2003 [cited by applicant]
US 6694028B1 · Matsuo · 2004 [cited by applicant]
US 6704422B1 · Jensen · 2004 [cited by applicant]
US D489707S · Kobayashi · 2004 [cited by applicant]
US 6731334B1 · Maeng · 2004 [cited by applicant]
US 6741720B1 · Myatt · 2004 [cited by applicant]
US 6757393B1 · Spitzer · 2004 [cited by applicant]
US 6768795B2 · Feltstroem · 2004 [cited by applicant]
US 6868377B1 · Laroche · 2005 [cited by applicant]
US 6885750B2 · Egelmeers · 2005 [cited by applicant]
US 6885986B1 · Gigi · 2005 [cited by applicant]
US D504889S · Andre · 2005 [cited by applicant]
US 6889183B1 · Gunduzhan · 2005 [cited by applicant]
US 6895093B1 · Ali · 2005 [cited by applicant]
US 6931123B1 · Hughes · 2005 [cited by applicant]
US 6944312B2 · Mason · 2005 [cited by applicant]
US D510729S · Chen · 2005 [cited by applicant]
US 6968064B1 · Ning · 2005 [cited by applicant]
US 6990193B2 · Beaucoup · 2006 [cited by applicant]
US 6993126B1 · Kyrylenko · 2006 [cited by applicant]
US 6993145B2 · Combest · 2006 [cited by applicant]
US 7003099B1 · Zhang · 2006 [cited by applicant]
US 7013267B1 · Huart · 2006 [cited by applicant]
US 7031269B2 · Lee · 2006 [cited by applicant]
US 7035398B2 · Matsuo · 2006 [cited by applicant]
US 7035415B2 · Belt · 2006 [cited by applicant]
US 7050576B2 · Zhang · 2006 [cited by applicant]
US 7054451B2 · Janse · 2006 [cited by applicant]
US D526643S · Ishizaki · 2006 [cited by applicant]
US D527372S · Allen · 2006 [cited by applicant]
US 7092516B2 · Furuta · 2006 [cited by applicant]
US 7092882B2 · Arrowood · 2006 [cited by applicant]
US 7098865B2 · Christensen · 2006 [cited by applicant]
US 7106876B2 · Santiago · 2006 [cited by applicant]
US 7120269B2 · Lowell · 2006 [cited by applicant]
US 7130309B2 · Boaz · 2006 [cited by applicant]
US D533177S · Andre · 2006 [cited by applicant]
US 7149320B2 · Haykin · 2006 [cited by applicant]
US 7161534B2 · Tsai · 2007 [cited by applicant]
US 7187765B2 · Popovic · 2007 [cited by applicant]
US 7203308B2 · Kubota · 2007 [cited by applicant]
US D542543S · Bruce · 2007 [cited by applicant]
US 7212628B2 · Mirjana · 2007 [cited by applicant]
US D546318S · Yoon · 2007 [cited by applicant]
US D546814S · Takita · 2007 [cited by applicant]
US D547748S · Tsuge · 2007 [cited by applicant]
US 7239714B2 · De Blok · 2007 [cited by applicant]
US D549673S · Niitsu · 2007 [cited by applicant]
US 7269263B2 · Dedieu · 2007 [cited by applicant]
US D552570S · Niitsu · 2007 [cited by applicant]
US D559553S · James · 2008 [cited by applicant]
US 7333476B2 · LeBlanc · 2008 [cited by applicant]
US D566685S · Koller · 2008 [cited by applicant]
US 7359504B1 · Reuss · 2008 [cited by applicant]
US 7366310B2 · Stinson · 2008 [cited by applicant]
US 7387151B1 · Payne · 2008 [cited by applicant]
US 7412376B2 · Florencio · 2008 [cited by applicant]
US 7415117B2 · Tashev · 2008 [cited by applicant]
US D578509S · Thomas · 2008 [cited by applicant]
US D581510S · Albano · 2008 [cited by applicant]
US D582391S · Morimoto · 2008 [cited by applicant]
US D587709S · Niitsu · 2009 [cited by applicant]
US D589605S · Reedy · 2009 [cited by applicant]
US 7503616B2 · Linhard · 2009 [cited by applicant]
US 7515719B2 · Hooley · 2009 [cited by applicant]
US 7536769B2 · Pedersen · 2009 [cited by applicant]
US D595402S · Miyake · 2009 [cited by applicant]
US D595736S · Son · 2009 [cited by applicant]
US 7558381B1 · Ali · 2009 [cited by applicant]
US 7561700B1 · Bernardi · 2009 [cited by applicant]
US 7565949B2 · Tojo · 2009 [cited by applicant]
US D601585S · Andre · 2009 [cited by applicant]
US 7651390B1 · Profeta · 2010 [cited by applicant]
US 7660428B2 · Rodman · 2010 [cited by applicant]
US 7667728B2 · Kenoyer · 2010 [cited by applicant]
US 7672445B1 · Zhang · 2010 [cited by applicant]
US D613338S · Marukos · 2010 [cited by applicant]
US 7701110B2 · Fukuda · 2010 [cited by applicant]
US 7702116B2 · Stone · 2010 [cited by applicant]
US D614871S · Tang · 2010 [cited by applicant]
US 7724891B2 · Beaucoup · 2010 [cited by applicant]
US D617441S · Koury · 2010 [cited by applicant]
US 7747001B2 · Kellermann · 2010 [cited by applicant]
US 7756278B2 · Moorer · 2010 [cited by applicant]
US 7783063B2 · Pocino · 2010 [cited by applicant]
US 7787328B2 · Chu · 2010 [cited by applicant]
US 7830862B2 · James · 2010 [cited by applicant]
US 7831035B2 · Stokes · 2010 [cited by applicant]
US 7831036B2 · Beaucoup · 2010 [cited by applicant]
US 7856097B2 · Tokuda · 2010 [cited by applicant]
US 7881486B1 · Killion · 2011 [cited by applicant]
US 7894421B2 · Kwan · 2011 [cited by applicant]
US D636188S · Kim · 2011 [cited by applicant]
US 7925006B2 · Hirai · 2011 [cited by applicant]
US 7925007B2 · Stokes · 2011 [cited by applicant]
US 7936886B2 · Kim · 2011 [cited by applicant]
US 7970123B2 · Beaucoup · 2011 [cited by applicant]
US 7970151B2 · Oxford · 2011 [cited by applicant]
US D642385S · Lee · 2011 [cited by applicant]
US D643015S · Kim · 2011 [cited by applicant]
US 7991167B2 · Oxford · 2011 [cited by applicant]
US 7995768B2 · Miki · 2011 [cited by applicant]
US 8000481B2 · Nishikawa · 2011 [cited by applicant]
US 8005238B2 · Tashev · 2011 [cited by applicant]
US 8019091B2 · Burnett · 2011 [cited by applicant]
US 8041054B2 · Yeldener · 2011 [cited by applicant]
US 8059843B2 · Hung · 2011 [cited by applicant]
US 8064629B2 · Jiang · 2011 [cited by applicant]
US 8085947B2 · Haulick · 2011 [cited by applicant]
US 8085949B2 · Kim · 2011 [cited by applicant]
US 8095120B1 · Blair · 2012 [cited by applicant]
US 8098842B2 · Florencio · 2012 [cited by applicant]
US 8098844B2 · Elko · 2012 [cited by applicant]
US 8103030B2 · Barthel · 2012 [cited by applicant]
US 8109360B2 · Stewart, Jr. · 2012 [cited by applicant]
US 8112272B2 · Nagahama · 2012 [cited by applicant]
US 8116500B2 · Oxford · 2012 [cited by applicant]
US 8121834B2 · Rosec · 2012 [cited by applicant]
US D655271S · Park · 2012 [cited by applicant]
US D656473S · Laube · 2012 [cited by applicant]
US 8130969B2 · Buck · 2012 [cited by applicant]
US 8130977B2 · Chu · 2012 [cited by applicant]
US 8135143B2 · Ishibashi · 2012 [cited by applicant]
US 8144886B2 · Ishibashi · 2012 [cited by applicant]
US D658153S · Woo · 2012 [cited by applicant]
US 8155331B2 · Nakadai · 2012 [cited by applicant]
US 8170882B2 · Davis · 2012 [cited by applicant]
US 8175291B2 · Chan · 2012 [cited by applicant]
US 8175871B2 · Wang · 2012 [cited by applicant]
US 8184801B1 · Hamalainen · 2012 [cited by applicant]
US 8189765B2 · Nishikawa · 2012 [cited by applicant]
US 8189810B2 · Wolff · 2012 [cited by applicant]
US 8194863B2 · Takumai · 2012 [cited by applicant]
US 8199927B1 · Raftery · 2012 [cited by applicant]
US 8204198B2 · Adeney · 2012 [cited by applicant]
US 8204248B2 · Haulick · 2012 [cited by applicant]
US 8208664B2 · Yasutaka · 2012 [cited by applicant]
US 8213596B2 · Beaucoup · 2012 [cited by applicant]
US 8213634B1 · Daniel · 2012 [cited by applicant]
US 8219387B2 · Cutler · 2012 [cited by applicant]
US 8229134B2 · Duraiswami · 2012 [cited by applicant]
US 8233352B2 · Beaucoup · 2012 [cited by applicant]
US 8243951B2 · Ishibashi · 2012 [cited by applicant]
US 8244536B2 · Arun · 2012 [cited by applicant]
US 8249273B2 · Inoda · 2012 [cited by applicant]
US 8259959B2 · Marton · 2012 [cited by applicant]
US 8275120B2 · Stokes, III · 2012 [cited by applicant]
US 8280728B2 · Chen · 2012 [cited by applicant]
US 8284949B2 · Farhang · 2012 [cited by applicant]
US 8284952B2 · Reining · 2012 [cited by applicant]
US 8286749B2 · Stewart · 2012 [cited by applicant]
US 8290142B1 · Lambert · 2012 [cited by applicant]
US 8291670B2 · Gard · 2012 [cited by applicant]
US 8297402B2 · Stewart · 2012 [cited by applicant]
US 8315380B2 · Liu · 2012 [cited by applicant]
US 8331582B2 · Steele · 2012 [cited by applicant]
US 8345898B2 · Reining · 2013 [cited by applicant]
US 8355521B2 · Larson · 2013 [cited by applicant]
US 8370140B2 · Guillaume · 2013 [cited by applicant]
US 8379823B2 · Ratmanski · 2013 [cited by applicant]
US 8385557B2 · Tashev · 2013 [cited by applicant]
US D678329S · Lee · 2013 [cited by applicant]
US 8395653B2 · Feng · 2013 [cited by applicant]
US 8403107B2 · Stewart · 2013 [cited by applicant]
US 8406436B2 · Craven · 2013 [cited by applicant]
US 8428661B2 · Chen · 2013 [cited by applicant]
US 8433061B2 · Cutler · 2013 [cited by applicant]
US D682266S · Wu · 2013 [cited by applicant]
US 8437490B2 · Marton · 2013 [cited by applicant]
US 8443930B2 · Stewart, Jr. · 2013 [cited by applicant]
US 8447590B2 · Ishibashi · 2013 [cited by applicant]
US 8472639B2 · Reining · 2013 [cited by applicant]
US 8472640B2 · Marton · 2013 [cited by applicant]
US D685346S · Szymanski · 2013 [cited by applicant]
US D686182S · Ashiwa · 2013 [cited by applicant]
US 8479871B2 · Stewart · 2013 [cited by applicant]
US 8483398B2 · Fozunbal · 2013 [cited by applicant]
US 8498423B2 · Thaden · 2013 [cited by applicant]
US D687432S · Duan · 2013 [cited by applicant]
US 8503653B2 · Ahuja · 2013 [cited by applicant]
US 8515089B2 · Nicholson · 2013 [cited by applicant]
US 8515109B2 · Dittberner · 2013 [cited by applicant]
US 8526633B2 · Ukai · 2013 [cited by applicant]
US 8553904B2 · Said · 2013 [cited by applicant]
US 8559611B2 · Ratmanski · 2013 [cited by applicant]
US D693328S · Goetzen · 2013 [cited by applicant]
US 8583481B2 · Walter · 2013 [cited by applicant]
US 8599194B2 · Lewis · 2013 [cited by applicant]
US 8600443B2 · Kawaguchi · 2013 [cited by applicant]
US 8605890B2 · Zhang · 2013 [cited by applicant]