US5473702A
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Adaptive noise canceller
Assignee: Oki Electric Industry Co Ltd
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Filing: 1993-06-02
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Granted: 1995-12-05
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Expires: 2013-06-02
Abstract
Abstract An adaptive filter estimates the noise component in a primary audio signal by convolving a secondary audio signal with a set of coefficients. The estimated noise component is subtracted from the primary audio signal to produce an output signal. During steady-state operation, the adaptive filter coefficients are updated as to minimize the difference between the primary audio signal and the estimated noise component. Steady-state operation is identified automatically by monitoring the power level of the primary or secondary audio signal, or the power level of the output signal. Coefficient updating is suspended when the monitored power level rises from a steady state to an unsteady state, and is resumed when the monitored power level returns to its previous steady-state level, or settles into a new steady state.
Inventors
- 👤 Tatsumasa Yoshida
- 👤 Ryoichi Miyamoto
- 👤 Masashi Takada
- 👤 Katsuya Suzuki
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-10-24 00:13
CPC Classifications
H; H04; H04R; H04R3/00; H04R3/005; H04R2410/00; H04R2410/05
Claims Analysis
Total Claims: 34
Claim 1
Independent Claim
121 words
A method of using a secondary audio signal to cancel noise in a primary audio signal, comprising the steps of: filtering said secondary audio signal according to a set of coefficients, thereby generating an estimated noise signal; subtracting said estimated noise signal from said primary audio signal to generate an error signal for use as an audio output signal; monitoring a power level of said error signal to generate a control signal; when said power level exceeds a threshold which is updated according to said power level, making said control signal active to hold said coefficients constant; and when said power level does not exceed said threshold, making said control signal inactive to update said coefficients according to said error signal.
Claim 2
Independent Claim
121 words
A method of using a secondary audio signal to cancel noise in a primary audio signal, comprising the steps of: filtering said secondary audio signal according to a set of coefficients, thereby generating an estimated noise signal; subtracting said estimated noise signal from said primary audio signal to generate an error signal for use as an audio output signal; monitoring a power level of said error signal to generate a control signal; when said power level exceeds a threshold which is updated according to said power level, making said control signal active to hold said coefficients constant; and when said power level does not exceed said threshold, making said control signal inactive to update said coefficients according to said error signal.
Claim 3
Dependent Claim
55 words
The method of claim 1, comprising the further steps of: calculating a long-term average of the power level of said error signal; multiplying said long-term average by a constant greater than unity to obtain a power threshold; making said control signal inactive if the power level of said error signal is below said power threshold.
Claim 4
Dependent Claim
27 words
The method of claim 2, comprising the further step of: making said control signal active if the power level of said error signal exceeds said power threshold.
Claim 5
Dependent Claim
148 words
The method of claim 1, comprising the further steps of: calculating a long-term average of the power level of said error signal; multiplying said long-term average by a constant greater than unity to obtain a power threshold; making said control signal active if the power level of said error signal exceeds said power threshold; making said control signal inactive if the power level of said error signal returns below said power threshold before a first length of time; making said control signal inactive if the power level of said error signal returns below said power threshold after said first length of time and then is below said power threshold for a second length of time; making said control signal inactive if the power level of said error signal settles into a new steady state; and updating said power threshold to a value responsive to said new steady state.
Claim 6
Dependent Claim
90 words
The method of claim 4, comprising the further steps of: multiplying said power threshold by a constant greater than unity to obtain a first product; raising said power threshold if the power level of said error signal remains above said first product for a certain length of time; multiplying said power threshold by a constant less than unity to obtain a second product; lowering said power threshold if the power level of said error signal remains equal to or less than said second product for a certain length of time.
Claim 7
Dependent Claim
61 words
The method of claim 1, comprising the further steps of: monitoring a power level of said primary audio signal; making said control signal active when the power level of said primary audio signal is below a certain fixed level; and initializing said coefficients if the power level of said primary audio signal remains below said fixed level for a certain time.
Claim 8
Dependent Claim
60 words
The method of claim 6, comprising the further steps of: calculating a long-term average of the power level of said primary audio signal; multiplying said long-term average by a constant value greater than unity; and making said control signal active if the power level of said primary audio signal exceeds the product of said long-term average and said constant value.
Claim 9
Dependent Claim
61 words
The method of claim 1, comprising the further steps of: monitoring a power level of said secondary audio signal; making said control signal active when the power level of said secondary audio signal is below a certain fixed level; and initializing said coefficients if the power level of said secondary audio signal remains below said fixed level for a certain time.
Claim 10
Dependent Claim
60 words
The method of claim 8, comprising the further steps of: calculating a long-term average of the power level of said secondary audio signal; multiplying said long-term average by a constant value greater than unity; and making said control signal active if the power level of said secondary audio signal exceeds the product of said long-term average and said constant value.
Claim 11
Dependent Claim
195 words
An adaptive noise canceler for using a secondary audio signal to remove noise from a primary audio signal, comprising: a first A/D converter for converting said primary audio signal to a primary digital input signal; a second A/D converter for converting said secondary audio signal to a secondary digital input signal; an adder coupled to said first A/D converter, for subtracting an estimated noise signal from said primary digital input signal to produce an error signal; a D/A converter coupled to said adder, for converting said error signal to an audio output signal; an adaptive filter coupled to said second A/D converter, for convolving said secondary digital input signal with a set of coefficients to generate said estimated noise signal, and updating said coefficients responsive to said error signal; and a power monitoring circuit coupled to said adder, for monitoring a power level of said error signal, and commanding said adaptive filter to update said coefficients according to said error signal when said power level does not exceed a threshold which is updated according to said power level, and commanding said adaptive filter not to update said coefficients when said power level exceeds said threshold.
Claim 12
Dependent Claim
195 words
An adaptive noise canceler for using a secondary audio signal to remove noise from a primary audio signal, comprising: a first A/D converter for converting said primary audio signal to a primary digital input signal; a second A/D converter for converting said secondary audio signal to a secondary digital input signal; an adder coupled to said first A/D converter, for subtracting an estimated noise signal from said primary digital input signal to produce an error signal; a D/A converter coupled to said adder, for converting said error signal to an audio output signal; an adaptive filter coupled to said second A/D converter, for convolving said secondary digital input signal with a set of coefficients to generate said estimated noise signal, and updating said coefficients responsive to said error signal; and a power monitoring circuit coupled to said adder, for monitoring a power level of said error signal, and commanding said adaptive filter to update said coefficients according to said error signal when said power level does not exceed a threshold which is updated according to said power level, and commanding said adaptive filter not to update said coefficients when said power level exceeds said threshold.
Claim 13
Dependent Claim
206 words
The noise canceler of claim 10, wherein said power monitoring circuit comprises: a squaring circuit for squaring said error signal to generate a squared error signal; an averaging circuit coupled to said squaring circuit, for averaging said squared error signal over intervals of a first length to generate a power signal; a long-term averaging circuit coupled to said averaging circuit, for averaging said power signal over intervals of a second length longer than said first length, thereby generating an average power signal; a power threshold circuit coupled to said long-term averaging circuit, for multiplying said average power signal by a constant greater than unity to generate a power threshold; a voice detector coupled to said averaging circuit, for comparing said power signal with said power threshold to detect intervals in which said error signal has risen above said steady state; and a resetting circuit coupled to said long-term averaging circuit, for comparing said power signal with products of said averaging power signal and a pair of constants, comprising a constant greater than unity and a constant less than unity, to determine whether said error signal is in an unsteady state, and for resetting said voice detector when said error signal is not in an unsteady state.
Claim 14
Dependent Claim
50 words
The noise canceler of claim 11, further comprising a supervisory circuit coupled to said averaging circuit, for multiplying said power threshold by a constant greater than unity to generate a first product and raising said power threshold if said power signal exceeds said first product continuously for a certain time.
Claim 15
Dependent Claim
84 words
The noise canceler of claim 11, further comprising a hangover timing circuit coupled to said averaging circuit, for multiplying said power threshold by a constant less than unity to generate a second product, lowering said power threshold if said power signal is equal to or less than second product continuously for a certain time, comparing said power signal with said power threshold, and resetting said voice detector if said power signal is equal to or less than said power threshold for a certain time.
Claim 16
Dependent Claim
101 words
The noise canceler of claim 11, further comprising: a second squaring circuit for squaring said primary digital input signal to generate a squared input signal; a second averaging circuit coupled to said squaring circuit, for averaging said second squared input signal over intervals of a third length, thereby generating a primary power signal; and an initialization supervisory circuit coupled to said second averaging circuit, for comparing said primary power signal with a certain threshold level and initializing said coefficients in said adaptive filter if said primary power signal is equal to or less than said threshold level for a certain time.
Claim 17
Dependent Claim
95 words
The noise canceler of claim 14, further comprising: a second long-term averaging circuit coupled to said second averaging circuit, for averaging said primary power signal over intervals of a fourth length longer than said third length, thereby generating an average primary power signal; and a primary power supervisory circuit coupled to said second long-term averaging circuit, for multiplying said average primary power signal by a constant greater than unity to generate a third product, and commanding said adaptive filter not to update said coefficients when said primary power signal is greater than said third product.
Claim 18
Independent Claim
119 words
A method of using a secondary audio signal to cancel noise in a primary audio signal, comprising: filtering said secondary audio signal according to a set of coefficients, thereby generating an estimated noise signal; subtracting said estimated noise signal from said primary audio signal to generate an error signal for use as an audio output signal; monitoring a power level of said primary audio signal to generate a control signal; when said power level exceeds a threshold which is updated according to said power level, making said control signal active to hold said coefficients constant; and when said power level does not exceed said threshold, making said control signal inactive to update said coefficients according to said error signal.
Claim 19
Independent Claim
119 words
A method of using a secondary audio signal to cancel noise in a primary audio signal, comprising: filtering said secondary audio signal according to a set of coefficients, thereby generating an estimated noise signal; subtracting said estimated noise signal from said primary audio signal to generate an error signal for use as an audio output signal; monitoring a power level of said primary audio signal to generate a control signal; when said power level exceeds a threshold which is updated according to said power level, making said control signal active to hold said coefficients constant; and when said power level does not exceed said threshold, making said control signal inactive to update said coefficients according to said error signal.
Claim 20
Independent Claim
40 words
The method of 16, further comprising: comparing said power level to said threshold to update said threshold; when said power level is less than said threshold, updating said threshold to a value exceeding said power level by a certain amount.
Claim 21
Independent Claim
40 words
The method of 16, further comprising: comparing said power level to said threshold to update said threshold; when said power level is less than said threshold, updating said threshold to a value exceeding said power level by a certain amount.
Claim 22
Dependent Claim
52 words
The method of claim 17, further comprising: when said power level remains within a certain margin for at least a duration after the power level exceeded said threshold, starting updating said coefficients according to said error signal and updating said threshold to a value exceeding said power level by said certain amount.
Claim 23
Independent Claim
119 words
A method of using a secondary audio signal to cancel noise in a primary audio signal, comprising: filtering said secondary audio signal according to a set of coefficient, thereby generating an estimated noise signal; subtracting said estimated noise signal from said primary audio signal to generate an error signal for use as an audio output signal; monitoring a power level of said secondary audio signal to generate a control signal; when said power level does not exceed a threshold which is updated according to said power level, making said control signal active to hold said coefficients constant; and when said power level exceeds said threshold, making said control signal inactive to update said coefficients according to said error signal.
Claim 24
Independent Claim
119 words
A method of using a secondary audio signal to cancel noise in a primary audio signal, comprising: filtering said secondary audio signal according to a set of coefficient, thereby generating an estimated noise signal; subtracting said estimated noise signal from said primary audio signal to generate an error signal for use as an audio output signal; monitoring a power level of said secondary audio signal to generate a control signal; when said power level does not exceed a threshold which is updated according to said power level, making said control signal active to hold said coefficients constant; and when said power level exceeds said threshold, making said control signal inactive to update said coefficients according to said error signal.
Claim 25
Dependent Claim
41 words
The method of claim 19, further comprising: comparing said power level to said threshold to update said threshold; when said power level is less than said threshold, updating said threshold to a value exceeding said power level by a certain amount.
Claim 26
Dependent Claim
52 words
The method of claim 20, further comprising: when said power level remains within a certain margin for at least a duration after the power level exceeded said threshold, starting updating said coefficients according to said error signal and updating said threshold to a value exceeding said power level by said certain amount.
Claim 27
Dependent Claim
198 words
An adaptive noise canceler for using a secondary audio signal to remove noise from a primary audio signal, comprising: a first A/D converter for converting said primary audio signal to a primary digital input signal; a second A/D converter for converting said secondary audio signal to a secondary digital input signal; an adder coupled to said first A/D converter, for subtracting an estimated noise signal from said primary digital input signal to produce an error signal; a D/A converter coupled to said adder, for converting said error signal to an audio output signal; an adaptive filter coupled to said second A/D converter, for convolving said secondary digital input signal with a set of coefficients to generate said estimated noise signal and updating said coefficients responsive to said error signal; and a power monitoring circuit coupled to said first A/D converter, for monitoring a power level of said primary digital input signal, commanding said adaptive filter to update said coefficients according to said error signal when said power level does not exceed a threshold which is updated according to said power level, and commanding said adaptive filter not to update said coefficients when said power level exceeds said threshold.
Claim 28
Dependent Claim
198 words
An adaptive noise canceler for using a secondary audio signal to remove noise from a primary audio signal, comprising: a first A/D converter for converting said primary audio signal to a primary digital input signal; a second A/D converter for converting said secondary audio signal to a secondary digital input signal; an adder coupled to said first A/D converter, for subtracting an estimated noise signal from said primary digital input signal to produce an error signal; a D/A converter coupled to said adder, for converting said error signal to an audio output signal; an adaptive filter coupled to said second A/D converter, for convolving said secondary digital input signal with a set of coefficients to generate said estimated noise signal and updating said coefficients responsive to said error signal; and a power monitoring circuit coupled to said first A/D converter, for monitoring a power level of said primary digital input signal, commanding said adaptive filter to update said coefficients according to said error signal when said power level does not exceed a threshold which is updated according to said power level, and commanding said adaptive filter not to update said coefficients when said power level exceeds said threshold.
Claim 29
Dependent Claim
46 words
The noise canceler of claim 22, wherein said power monitoring circuit compares said power level to said threshold to update said threshold, and when said power level is less than said threshold, updates said threshold to a value exceeding said power level by a certain amount.
Claim 30
Dependent Claim
63 words
The noise canceler of claim 23, wherein said power monitoring circuit both commands said adaptive filter to start updating said coefficients according to said error signal, and to update said threshold to a value exceeding said power level by said certain amount, when said power level remains within a certain margin for at least a duration after the power level exceeded said threshold.
Claim 31
Dependent Claim
198 words
An adaptive noise canceler for using a secondary audio signal to remove noise from a primary audio signal, comprising: a first A/D converter for converting said primary audio signal to a primary digital input signal; a second A/D converter for converting said secondary audio signal to a secondary digital input signal; an adder coupled to said first A/D converter, for subtracting an estimated noise signal from said primary digital input signal to produce an error signal; a D/A converter coupled to said adder, for converting said error signal to an audio output signal; an adaptive filter coupled to said second A/D converter, for convolving said secondary digital input signal with a set of coefficients to generate said estimated noise signal, and updating said coefficients responsive to said error signal; and a power monitoring circuit coupled to said second A/D converter, for monitoring a power level of said secondary digital input signal, commanding said adaptive filter to update said coefficients according to said error signal when said power level does not exceed a threshold which is updated according to said power level, and commanding said adaptive filter not to update said coefficients when said power level exceeds said threshold.
Claim 32
Dependent Claim
198 words
An adaptive noise canceler for using a secondary audio signal to remove noise from a primary audio signal, comprising: a first A/D converter for converting said primary audio signal to a primary digital input signal; a second A/D converter for converting said secondary audio signal to a secondary digital input signal; an adder coupled to said first A/D converter, for subtracting an estimated noise signal from said primary digital input signal to produce an error signal; a D/A converter coupled to said adder, for converting said error signal to an audio output signal; an adaptive filter coupled to said second A/D converter, for convolving said secondary digital input signal with a set of coefficients to generate said estimated noise signal, and updating said coefficients responsive to said error signal; and a power monitoring circuit coupled to said second A/D converter, for monitoring a power level of said secondary digital input signal, commanding said adaptive filter to update said coefficients according to said error signal when said power level does not exceed a threshold which is updated according to said power level, and commanding said adaptive filter not to update said coefficients when said power level exceeds said threshold.
Claim 33
Dependent Claim
46 words
The noise canceler of claim 25, wherein said power monitoring circuit compares said power level to said threshold to update said threshold, and when said power level is less than said threshold, updates said threshold to a value exceeding said power level by a certain amount.
Claim 34
Dependent Claim
62 words
The noise canceler of claim 26, wherein said power monitoring circuit both commands said adaptive filter to start updating said coffficients according to said error signal, and updates said threshold to a value exceeding said power level by said certain amount, when said power level remains within a certain margin for at least a duration after the power level exceeded said threshold.
References Cited (Backward Citations)
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| Annuity Stage | Window Opens | Payment Deadline | Surcharge Period Until | Estimated Fee | Status |
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| 3.5 Years (Year 4) | 1998-12-04 | 1999-06-05 | 1999-12-05 | $2000.00 | Window Closed / Lapsed |
| 7.5 Years (Year 8) | 2002-12-04 | 2003-06-05 | 2003-12-05 | $3760.00 | Window Closed / Lapsed |
| 11.5 Years (Year 12) | 2006-12-04 | 2007-06-05 | 2007-12-05 | $7700.00 | Window Closed / Lapsed |