US5208786A
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Multi-channel signal separation
Assignee: Massachusetts Institute of Technology
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Filing: 1991-08-28
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Granted: 1993-05-04
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Expires: 2011-08-28
Abstract
Abstract A system separates unknown signals which have been combined together through unknown linear filters and for which observations at multiple sensors are made. In a two channel circuit with two inputs and two sensors, the reconstructed source signals are assumed to be decorrelated such that the cross-correlation between the reconstructed source signals is near zero. The transfer functions which represent the crosstalk processes are estimated. The output signals are detected and the transfer functions are recursively solved. A reconstruction filter is used to recover the original input signals.
Inventors
- 👤 Ehud Weinstein
- 👤 Meir Feder
- 👤 Alan V. Oppenheim
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-10-24 15:41
CPC Classifications
G; G10; G10L; G10L21/00; G10L21/02; G10L21/0272; G06; G06F; G06F18/00; G06F18/20; G06F18/21; G06F18/213; G06F18/2134; G06F18/21343; H; H03; H03H; H03H21/00; H03H21/0012; H03H21/0025; H03H2021/0034; H04; H04R; H04R3/00; H04R3/005; Y; Y10; Y10S; Y10S367/00; Y10S367/901
Claims Analysis
Total Claims: 50
Claim 1
Independent Claim
96 words
A signal processing system comprising: a plurality of detectors for detecting source signals subjected to a generating system transfer function; a processor for receiving the detected signals and producing a reconstruction filter for filtering the detected signal to produce reconstructed source signals, the reconstruction filter being produced such that correlation between reconstructed source signals is forced to approach zero even when each detector receives source signals from plural sources; and said reconstruction filter for receiving the detected signals to generate a reconstruction of the various source signals without interference from any of the other source signals.
Claim 2
Dependent Claim
96 words
A signal processing system comprising: a plurality of detectors for detecting source signals subjected to a generating system transfer function; a processor for receiving the detected signals and producing a reconstruction filter for filtering the detected signal to produce reconstructed source signals, the reconstruction filter being produced such that correlation between reconstructed source signals is forced to approach zero even when each detector receives source signals from plural sources; and said reconstruction filter for receiving the detected signals to generate a reconstruction of the various source signals without interference from any of the other source signals.
Claim 3
Dependent Claim
20 words
A signal processing system, as recited in claim 1, wherein the reconstruction filter is inversely related to said transfer function.
Claim 4
Dependent Claim
18 words
A signal processing system, as recited in claim 2, wherein some of the transfer function parameters are known.
Claim 5
Dependent Claim
27 words
A signal processing system, as recited in claim 2, wherein none of the transfer function parameters are known and the transfer function has a finite impulse response.
Claim 6
Dependent Claim
16 words
A signal processing system, as recited in claim 4, wherein the reconstruction filter is adjusted iteratively.
Claim 7
Dependent Claim
15 words
A signal processing system, as recited in claim 4, wherein the reconstruction filter is adaptive.
Claim 8
Dependent Claim
18 words
A signal processing system, as recited in claim 1, wherein the reconstruction filter has a finite impulse response.
Claim 9
Dependent Claim
142 words
A signal processing system comprising: a first detector for receiving at least one source signal subjected to a generating system transfer function; a second detector for receiving at least one source signal subjected to said generating system transfer function; a reconstruction filter including a first transfer function to which a first signal from the first detector is applied and a second transfer function to which a second input signal from the second detector is applied, the output of the first transfer function being subtracted from the second input signal and the output of the second transfer function being subtracted from the first input signal; such that the reconstruction filter for filtering the first and second signals produce reconstructed first and second source signals with a correlation that is forced to approach zero even when each detector receives source signals from plural sources.
Claim 10
Dependent Claim
142 words
A signal processing system comprising: a first detector for receiving at least one source signal subjected to a generating system transfer function; a second detector for receiving at least one source signal subjected to said generating system transfer function; a reconstruction filter including a first transfer function to which a first signal from the first detector is applied and a second transfer function to which a second input signal from the second detector is applied, the output of the first transfer function being subtracted from the second input signal and the output of the second transfer function being subtracted from the first input signal; such that the reconstruction filter for filtering the first and second signals produce reconstructed first and second source signals with a correlation that is forced to approach zero even when each detector receives source signals from plural sources.
Claim 11
Dependent Claim
62 words
A signal processing system, as recited in claim 8, wherein the first and second transfer function are tapped delay lines with a plurality of equal delay segments, the output of each delay segment is multiplied by a filter coefficient, and the filter coefficient outputs for the respective delay segments are summed to serve as outputs for the first and second transfer functions.
Claim 12
Dependent Claim
20 words
A signal processing system, as recited in claim 9, wherein the reconstruction filter is inversely related to said transfer function.
Claim 13
Dependent Claim
15 words
A signal processing system, as recited in claim 10, wherein some filter coefficients are known.
Claim 14
Dependent Claim
28 words
A signal processing system, as recited in claim 10, wherein none of the filter coefficients are known and the generating system transfer function has a finite impulse response.
Claim 15
Dependent Claim
16 words
A signal processing system, as recited in claim 12 wherein the reconstruction filter is adjusted iteratively.
Claim 16
Dependent Claim
15 words
A signal processing system, as recited in claim 12, wherein the reconstruction filter is adaptive.
Claim 17
Dependent Claim
18 words
A signal processing system, as recited in claim 8, wherein the reconstruction filter has a finite impulse response.
Claim 18
Independent Claim
84 words
A method of multichannel source signal separation, wherein said source signals are subjected to a transfer function, comprising the steps of: detecting a plurality of observed signals from at least one source signal subjected to the transfer function; and processing the detected signals and producing a reconstruction filter for filtering the detected signal to produce reconstructed source signals such that the correlation between the various reconstructed source signals is forced to approach zero even when each observed signal receives source signals from plural sources.
Claim 19
Independent Claim
84 words
A method of multichannel source signal separation, wherein said source signals are subjected to a transfer function, comprising the steps of: detecting a plurality of observed signals from at least one source signal subjected to the transfer function; and processing the detected signals and producing a reconstruction filter for filtering the detected signal to produce reconstructed source signals such that the correlation between the various reconstructed source signals is forced to approach zero even when each observed signal receives source signals from plural sources.
Claim 20
Dependent Claim
18 words
A method, as recited in claim 16, wherein the reconstruction filter is inversely related to said transfer function.
Claim 21
Dependent Claim
16 words
A method, as recited in claim 17, wherein some of the transfer function parameters are known.
Claim 22
Dependent Claim
25 words
A method, as recited in claim 17, wherein none of the transfer function parameters are known and the transfer function has a finite impulse response.
Claim 23
Dependent Claim
14 words
A method, as recited in claim 19, wherein the reconstruction filter is adjusted iteratively.
Claim 24
Dependent Claim
13 words
A method, as recited in claim 19, wherein the reconstruction filter is adaptive.
Claim 25
Dependent Claim
16 words
A method, as recited in claim 16, wherein the reconstruction filter has a finite impulse response.
Claim 26
Dependent Claim
205 words
A signal processing system, for reconstructing first source signal S 1 and a second source signal S 2 which are subjected to a generating transfer function, comprising (a) a first detector which produces a first observed signal y 1 from at least one source signal subjected to said transfer function; (b) a second detector which produces a second observed signal y 2 from at least one source signal subjected to said transfer function; (c) a reconstruction filter including: (i) a first filter H 21 which processes the first observed signal y 1 and produces a first output signal U 1 , (ii) a second filter H 12 which processes the second observed signal y 2 and produces a second output signal U 2 , (iii) a first subtractor which subtracts V 2 from Y 1 to produce V 1 , (iv) a second subtractor which subtracts U 1 from Y 2 to produce V 2 , (v) a processing transform which converts the signals V 1 and V 2 , respectively, into reconstructed source signals, S 1 and S 2 , respectively, wherein the correlation between the reconstructed source signals is forced to approached zero, even when each detector receives source signals from plural sources.
Claim 27
Dependent Claim
205 words
A signal processing system, for reconstructing first source signal S 1 and a second source signal S 2 which are subjected to a generating transfer function, comprising (a) a first detector which produces a first observed signal y 1 from at least one source signal subjected to said transfer function; (b) a second detector which produces a second observed signal y 2 from at least one source signal subjected to said transfer function; (c) a reconstruction filter including: (i) a first filter H 21 which processes the first observed signal y 1 and produces a first output signal U 1 , (ii) a second filter H 12 which processes the second observed signal y 2 and produces a second output signal U 2 , (iii) a first subtractor which subtracts V 2 from Y 1 to produce V 1 , (iv) a second subtractor which subtracts U 1 from Y 2 to produce V 2 , (v) a processing transform which converts the signals V 1 and V 2 , respectively, into reconstructed source signals, S 1 and S 2 , respectively, wherein the correlation between the reconstructed source signals is forced to approached zero, even when each detector receives source signals from plural sources.
Claim 28
Dependent Claim
18 words
A system, as recited in claim 23, wherein the reconstruction filter is inversely related to said transfer function.
Claim 29
Dependent Claim
16 words
A system, as recited in claim 24, wherein some of the transfer function parameters are known.
Claim 30
Dependent Claim
25 words
A system, as recited in claim 24, wherein none of the transfer function parameters are known and the transfer function has a finite impulse response.
Claim 31
Dependent Claim
14 words
A system, as recited in claim 26, wherein the reconstruction filter is adjusted iteratively.
Claim 32
Dependent Claim
13 words
A system, as recited in claim 26, wherein the reconstruction filter is adaptive.
Claim 33
Dependent Claim
16 words
A system, as recited in claim 23, wherein the reconstruction filter has a finite impulse response.
Claim 34
Independent Claim
137 words
A system for enhancing speech in a noise environment, where both the speech and noise are subjected to a generating system transfer function, comprising: a first microphone near a speaker which produces a first observed signal y 1 , including at least one of speech and noise components, a second microphone near a noise source which produces a second observed signal Y 2 , including at least one of speech and noise components, a processor for receiving the first and second observed signals, y 1 and y 2 , and producing a reconstruction filter for filtering the detected signals to produce reconstructed source signals, said reconstruction filter producing separate reconstructed speech and noise signals such that the correlation between the reconstructed signals is forced to approach zero even when each microphone detects both speech and noise components.
Claim 35
Independent Claim
137 words
A system for enhancing speech in a noise environment, where both the speech and noise are subjected to a generating system transfer function, comprising: a first microphone near a speaker which produces a first observed signal y 1 , including at least one of speech and noise components, a second microphone near a noise source which produces a second observed signal Y 2 , including at least one of speech and noise components, a processor for receiving the first and second observed signals, y 1 and y 2 , and producing a reconstruction filter for filtering the detected signals to produce reconstructed source signals, said reconstruction filter producing separate reconstructed speech and noise signals such that the correlation between the reconstructed signals is forced to approach zero even when each microphone detects both speech and noise components.
Claim 36
Dependent Claim
18 words
A system, as recited in claim 30, further comprising a speech recognition device coupled to said reconstruction filter.
Claim 37
Dependent Claim
18 words
A system, as recited in claim 30, wherein the reconstruction filter is inversely related to the transfer function.
Claim 38
Dependent Claim
16 words
A system, as recited in claim 32, wherein some of the transfer function parameters are known.
Claim 39
Dependent Claim
25 words
A system, as recited in claim 32, wherein none of the transfer function parameters are known and the transfer function has a finite impulse response.
Claim 40
Dependent Claim
14 words
A system, as recited in claim 34, wherein the reconstruction filter is adjusted iteratively.
Claim 41
Dependent Claim
13 words
A system, as recited in claim 32, wherein the reconstruction filter is adaptive.
Claim 42
Dependent Claim
16 words
A system, as recited in claim 30, wherein the reconstruction filter has a finite impulse response.
Claim 43
Dependent Claim
152 words
A signal enhancing system in an underwater acoustic environment, where both a source signal and noise are subjected to a generating system transfer function, comprising a sonar array for producing and receiving ultrasonic signals, wherein the received signals represent a plurality of first observed signals Y 1 -Y p , including at least one of source signal and noise components, a microphone near a noise source which produces a second observed signal Y 2 , including at least one of source signal and noise components, a processor for receiving the first and second observed signals Y 1 --Y p and Y 2 , and producing a reconstruction filter for filtering the detected signals to produce reconstructed source signals, said reconstruction filter producing separate reconstructed signals where the correlation between the reconstructed signals is forced to approach zero, even when the sonar array and the microphone both detect source signal and noise components.
Claim 44
Dependent Claim
152 words
A signal enhancing system in an underwater acoustic environment, where both a source signal and noise are subjected to a generating system transfer function, comprising a sonar array for producing and receiving ultrasonic signals, wherein the received signals represent a plurality of first observed signals Y 1 -Y p , including at least one of source signal and noise components, a microphone near a noise source which produces a second observed signal Y 2 , including at least one of source signal and noise components, a processor for receiving the first and second observed signals Y 1 --Y p and Y 2 , and producing a reconstruction filter for filtering the detected signals to produce reconstructed source signals, said reconstruction filter producing separate reconstructed signals where the correlation between the reconstructed signals is forced to approach zero, even when the sonar array and the microphone both detect source signal and noise components.
Claim 45
Dependent Claim
18 words
A system, as recited in claim 38, wherein the reconstruction filter is inversely related to the transfer function.
Claim 46
Dependent Claim
16 words
A system, as recited in claim 39, wherein some of the transfer function parameters are known.
Claim 47
Dependent Claim
25 words
A system, as recited in claim 39, wherein none of the transfer function parameters are known and the transfer function has a finite impulse response.
Claim 48
Dependent Claim
14 words
A system, as recited in claim 41, wherein the reconstruction filter is adjusted iteratively.
Claim 49
Dependent Claim
13 words
A system, as recited in claim 41, wherein the reconstruction filter is adaptive.
Claim 50
Dependent Claim
16 words
A system, as recited in claim 38, wherein the reconstruction filter has a finite impulse response.
References Cited (Backward Citations)
USPTO Annuity & Maintenance Windows
| Annuity Stage | Window Opens | Payment Deadline | Surcharge Period Until | Estimated Fee | Status |
|---|---|---|---|---|---|
| 3.5 Years (Year 4) | 1996-05-03 | 1996-11-02 | 1997-05-04 | $2000.00 | Window Closed / Lapsed |
| 7.5 Years (Year 8) | 2000-05-03 | 2000-11-02 | 2001-05-04 | $3760.00 | Window Closed / Lapsed |
| 11.5 Years (Year 12) | 2004-05-03 | 2004-11-02 | 2005-05-04 | $7700.00 | Window Closed / Lapsed |