IP Library Granted Patent US 9,008,331
Granted Patent B2
US 9,008,331 · App. 11/026,773 · Granted Apr 14, 2015

Equalization system to improve the quality of bass sounds within a listening area

Inventors: Ashish Aggarwal (Simi Valley, CA); Ulrich Horbach (Agoura, CA); Todd Welti (Thousand Oaks, CA)
Assignee: Harman International Industries, Incorporated
H04S7/301H04R3/04H04R3/12
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Quick Facts
Patent No.
US 9,008,331
App. No.
11/026,773
Granted
Apr 14, 2015
Kind
B2
Abstract

Frequency equalization system substantially equalizes the room frequency responses generated by at least one loudspeaker within a listening area so that the frequency responses in the listening area are substantially constant and flat within a desired frequency range. The frequency equalization system uses multiple microphones to measure the impulse responses of the room and uses the impulse responses to design filters to process the audio signals of one or more subwoofers to achieve an improved bass response that is flat across the relevant frequency range. The system employs an algorithm that is a closed-form, non-iterative, mathematical solution and features very short computation time.

Claims (44)

1. A method for designing one or more filters to substantially equalize frequency responses within a frequency range in a listening area, comprising:

measuring frequency responses generated by each of a plurality of acoustic transducers in response to an input signal, where the listening area is not an echo free environment;

determining an inverse for each of the frequency responses;

smoothing the inverse for each of the frequency responses to generate corresponding approximate inverses;

determining a global frequency response from a combination of the frequency responses that result after applying the corresponding approximate inverses to the measured frequency responses;

combining the global frequency response with each of the approximate inverses to determine final global frequency responses for the plurality of acoustic transducers; and

determining the inverse of the final global frequency responses to determine a global equalization filter for each of the plurality of acoustic transducers.

2. The method according to claim 1 , the measuring of the frequency responses includes:

receiving impulse responses of the listening area through at least one microphone located within the listening area based on an impulse input signal for each of the plurality of acoustic transducers;

removing any common time delay from the impulse responses; and

transforming the impulse responses to generate the measured frequency responses.

3. The method according to claim 1 , including:

clipping magnitude responses of the final global frequency responses to limit gains within desired frequency bands.

4. The method according to claim 1 , the measuring frequency responses including:

receiving impulse responses of the listening area through a plurality of microphones located within the listening area; and

using the same number of microphones as the number of acoustic transducers.

5. The method according to claim 4 , the determining the inverse of the final global frequency responses including a complex smoothing method having smoothing index values associated with different frequency bands.

6. The method according to claim 5 , where the complex smoothing is done at two separate frequency bands each having different smoothing index values.

7. The method according to claim 4 , where the number of acoustic transducers is four and the number of microphones is four.

8. The method according to claim 1 , the measuring of the frequency responses including:

receiving impulse responses of the listening area through at least one microphone located within the listening area generated by the plurality of acoustic transducers; and

the determining the inverse for each of the frequency responses includes determining a pseudoinverse if a number of the at least one microphones used to measure the impulse responses is not equal to a number of the plurality of acoustic transducers.

9. The method according to claim 1 , including applying a target function to the frequency responses to limit the operating frequency range of signals provided to each of the plurality of acoustic transducers in the listening area.

10. The method according to claim 1 , where the plurality of acoustic transducers includes at least one subwoofer.

11. A method for designing a filter to equalize impulse responses across a desired low-frequency range within a room, comprising:

measuring impulse responses of a room from output signals generated by each subwoofer in the room, where the room is not an echo free environment;

transforming the impulse responses of the room into corresponding frequency responses;

determining an inverse of each of the frequency responses to determine an ideal equalization for each of the subwoofers in the room;

smoothing the ideal equalization for each subwoofer in the room to determine an approximate equalization curve;

determining an upper curve from a combination of the approximate equalization curves;

smoothing the upper curve across a desired low-frequency range to determine a global equalization curve;

applying the global equalization curve to each of the approximate equalization curves to determine a final equalization curve for each of the subwoofers in the room; and

transforming each of the final equalization curves in the frequency domain into corresponding final impulse responses to determine corresponding filter coefficients.

12. The method according to claim 11 , further comprising:

removing any common time delay from the impulse responses.

13. The method according to claim 11 , including:

clipping magnitude of the final equalization curve to limit gain outside of the desired low-frequency range.

14. The method according to claim 11 , including:

using the same number of microphones in the room to measure the impulse responses as the number of subwoofers in the room.

15. The method according to claim 14 , the determining the inverse including a complex smoothing method having a smoothing index value associated with each of a plurality of frequency bands.

16. The method according to claim 15 , where the complex smoothing method is done at two separate frequency bands each having a different smoothing index value.

17. The method according to claim 14 , where the number of subwoofers is four and the number of microphones is four.

18. The method according to claim 11 , where determining the inverse is done through a pseudoinverse method if the number of microphones used to measure the impulse responses is not equal to the number of subwoofers in the room.

19. The method according to claim 11 , including applying a target function to the frequency responses based on a desired operating frequency range of each of the subwoofers in the room.

Assignments (5)
RELEASE Recorded Nov 14, 2012
From: JPMORGAN CHASE BANK, N.A., AS ADMINISTRATIVE AGENT
To: HARMAN INTERNATIONAL INDUSTRIES, INCORPORATED; HARMAN BECKER AUTOMOTIVE SYSTEMS GMBH
Reel/Frame 029294/0254 →
SECURITY AGREEMENT Recorded Feb 17, 2011
From: HARMAN INTERNATIONAL INDUSTRIES, INCORPORATED; HARMAN BECKER AUTOMOTIVE SYSTEMS GMBH
To: JPMORGAN CHASE BANK, N.A., AS ADMINISTRATIVE AGENT
Reel/Frame 025823/0354 →
RELEASE Recorded Feb 15, 2011
From: JPMORGAN CHASE BANK, N.A., AS ADMINISTRATIVE AGENT
To: HARMAN INTERNATIONAL INDUSTRIES, INCORPORATED; HARMAN BECKER AUTOMOTIVE SYSTEMS GMBH
Reel/Frame 025795/0143 →
SECURITY AGREEMENT Recorded May 8, 2009
From: HARMAN INTERNATIONAL INDUSTRIES, INCORPORATED; BECKER SERVICE-UND VERWALTUNG GMBH; CROWN AUDIO, INC.; HARMAN BECKER AUTOMOTIVE SYSTEMS (MICHIGAN), INC.; HARMAN BECKER AUTOMOTIVE SYSTEMS HOLDING GMBH; HARMAN BECKER AUTOMOTIVE SYSTEMS, INC.; HARMAN CONSUMER GROUP, INC.; HARMAN DEUTSCHLAND GMBH; HARMAN FINANCIAL GROUP LLC; HARMAN HOLDING GMBH & CO. KG; HARMAN MUSIC GROUP, INCORPORATED; HARMAN SOFTWARE TECHNOLOGY INTERNATIONAL BETEILIGUNGS GMBH; HARMAN SOFTWARE TECHNOLOGY MANAGEMENT GMBH; HBAS INTERNATIONAL GMBH; HBAS MANUFACTURING, INC.; INNOVATIVE SYSTEMS GMBH NAVIGATION-MULTIMEDIA; JBL INCORPORATED; LEXICON, INCORPORATED; MARGI SYSTEMS, INC.; QNX SOFTWARE SYSTEMS (WAVEMAKERS), INC.; QNX SOFTWARE SYSTEMS CANADA CORPORATION; QNX SOFTWARE SYSTEMS CO.; QNX SOFTWARE SYSTEMS GMBH; QNX SOFTWARE SYSTEMS GMBH & CO. KG; QNX SOFTWARE SYSTEMS INTERNATIONAL CORPORATION; QNX SOFTWARE SYSTEMS, INC.; XS EMBEDDED GMBH (F/K/A HARMAN BECKER MEDIA DRIVE TECHNOLOGY GMBH)
To: JPMORGAN CHASE BANK, N.A.
Reel/Frame 022659/0743 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded May 10, 2005
From: AGGARWAL, ASHISH; HORBACH, ULRICH; WELTI, TODD
To: HARMAN INTERNATIONAL INDUSTRIES, INCORPORATED
Reel/Frame 016217/0220 →
Continuity (1)
Related Publication 20060147057A1 · Jul 6, 2006