Patent US5390364A successfully refreshed from Google Patents.
US5390364A
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Least-mean squares adaptive digital filter havings variable size loop bandwidth
Assignee: North South Holdings Inc
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Filing: 1992-11-02
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Granted: 1995-02-14
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Expires: 2012-11-02
Abstract
Abstract An adaptive digital filter uses a weight adjustment unit for adjusting the weights of an adaptive digital filter according to one or more input signals to the digital filter and according to an error signal indicative of the difference between the actual and desired outputs of the digital filter. The weight adjustment unit has a first low-pass filter for low-pass filtering a signal indicative of the product of the error signal and the one or more input signals, a squarer for squaring the output of the first low-pass filter, a second low-pass filter for low-pass filtering the output of the squarer to extract the D.C. component thereof, a third low-pass filter for low-pass filtering a signal indicative of the output of the error signal squared to extract the D.C. component thereof, a dividing unit for dividing the output of the second low-pass filter by the output of the third low-pass filter to provide a loop bandwidth, and a weight calculation unit for providing values for one or more weights of the adaptive digital filter according to the previous values of the weights and the value of the loop bandwidth.
Inventors
- 👤 Mark A. Webster
- 👤 James C. Richards
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-11-06 16:25
CPC Classifications
H; H03; H03H; H03H21/00; H03H21/0012; H03H2021/007; H03H2021/0072; H03H2021/0074; H03H2021/0076; H03H2021/0078
Claims Analysis
Total Claims: 16
Claim 1
Independent Claim
173 words
An apparatus for adjusting weights of an adaptive digital filter having outputs comprising: a first low-pass filter, for low-pass filtering a signal indicative of a product of an error signal representative of a difference between actual and desired outputs of said adaptive digital filter and one or more input signals; a squarer, for squaring an output of said first low-pass filter; a second low-pass filter, for low-pass filtering an output of said squarer, so as to extract a D.C. component thereof; a third low-pass filter, for low-pass filtering a signal indicative of a squared version of said error signal, so as to extract a D.C. component thereof; a dividing unit, for dividing an output of said second low-pass filter by an output of said third low-pass filter, so as to provide a loop bandwidth signal; and a weight calculation unit, for providing values for one or more weights of said adaptive digital filter according to previous values of said weights and a value of said loop bandwidth signal provided by said dividing unit.
Claim 2
Independent Claim
173 words
An apparatus for adjusting weights of an adaptive digital filter having outputs comprising: a first low-pass filter, for low-pass filtering a signal indicative of a product of an error signal representative of a difference between actual and desired outputs of said adaptive digital filter and one or more input signals; a squarer, for squaring an output of said first low-pass filter; a second low-pass filter, for low-pass filtering an output of said squarer, so as to extract a D.C. component thereof; a third low-pass filter, for low-pass filtering a signal indicative of a squared version of said error signal, so as to extract a D.C. component thereof; a dividing unit, for dividing an output of said second low-pass filter by an output of said third low-pass filter, so as to provide a loop bandwidth signal; and a weight calculation unit, for providing values for one or more weights of said adaptive digital filter according to previous values of said weights and a value of said loop bandwidth signal provided by said dividing unit.
Claim 3
Dependent Claim
19 words
An apparatus according to claim 1, wherein said first, second, and third low-pass filters are single-pole IIR low-pass filters.
Claim 4
Dependent Claim
35 words
An apparatus according to claim 2, wherein said first low-pass filter has plural inputs and plural outputs, and wherein said squarer provides a sum of squares of said plural outputs of said first low-pass filter.
Claim 5
Dependent Claim
32 words
An apparatus according to claim 1, wherein said first low-pass filter has plural inputs and plural outputs, and wherein a respectively different value of loop bandwidth signal is provided for each weight.
Claim 6
Dependent Claim
34 words
An apparatus according to claim 1, wherein said first low-pass filter comprises a Weiner low-pass filter having a bandwidth that varies according to a power of said one or more input signals applied thereto.
Claim 7
Dependent Claim
23 words
An apparatus according to claim 5, wherein a quantity representative of spurious noise is subtracted from an input of said second low-pass filter.
Claim 8
Dependent Claim
62 words
An apparatus according to claim 1, wherein said one or more input signals correspond to one or more signals that have been received from a high frequency communication channel that is subject to Raleigh fading, and wherein said adaptive digital filter is operative to filter said one or more received signals to compensate for distortion introduced by said high frequency communication channel.
Claim 9
Independent Claim
176 words
A method for adjusting weights of an adaptive digital filter comprising the steps of: (a) low-pass filtering a signal indicative of a product of an error signal representative of a difference between actual and desired outputs of said adaptive digital filter and one or more input signals; (b) squaring said signal that has been low-passed filtered in step (a); (c) low-pass filtering the squared signal obtained in step (b) so as to extract a D.C. component thereof and provide a gradient power signal; (d) low-pass filtering a signal indicative of a squared version of said error signal, so as to extract a D.C. component thereof and a gradient noise power signal; (e) dividing a magnitude of said gradient power signal provided in step (c) by a magnitude of said gradient noise power signal provided in step (d), to provide a loop bandwidth signal; and (f) providing values for one or more weights of said adaptive digital filter according to previous values of said weights and a value of said loop bandwidth signal provided in step (e).
Claim 10
Independent Claim
176 words
A method for adjusting weights of an adaptive digital filter comprising the steps of: (a) low-pass filtering a signal indicative of a product of an error signal representative of a difference between actual and desired outputs of said adaptive digital filter and one or more input signals; (b) squaring said signal that has been low-passed filtered in step (a); (c) low-pass filtering the squared signal obtained in step (b) so as to extract a D.C. component thereof and provide a gradient power signal; (d) low-pass filtering a signal indicative of a squared version of said error signal, so as to extract a D.C. component thereof and a gradient noise power signal; (e) dividing a magnitude of said gradient power signal provided in step (c) by a magnitude of said gradient noise power signal provided in step (d), to provide a loop bandwidth signal; and (f) providing values for one or more weights of said adaptive digital filter according to previous values of said weights and a value of said loop bandwidth signal provided in step (e).
Claim 11
Dependent Claim
20 words
A method according to claim 8, wherein said low-pass filtering steps (a), (c) and (d) employ single-pole IIR low-pass filters.
Claim 12
Dependent Claim
39 words
A method according to claim 9, wherein step (a) comprises low-pass filtering plural inputs and providing plural low-pass filtered outputs, and wherein step (b) comprises providing a sum of squares of said plural low-pass filtered outputs of step (a).
Claim 13
Dependent Claim
35 words
A method according to claim 8, wherein step (a) comprises low-pass filtering plural inputs and providing plural low-pass filtered outputs, and wherein a respectively different value of loop bandwidth signal is provided for each weight.
Claim 14
Dependent Claim
38 words
A method according to claim 8, wherein step (a) comprises filtering plural inputs by means of a Weiner low-pass filter having a bandwidth that varies according to a power of said one or more input signals applied thereto.
Claim 15
Dependent Claim
22 words
A method apparatus according to claim 12, wherein a quantity representative of spurious noise is subtracted from an input of step (c).
Claim 16
Dependent Claim
59 words
A method according to claim 8, wherein said one or more input signals correspond to one or more signals that have been received from a high frequency communication channel that is subject to Raleigh fading, and wherein said adaptive digital filter filters said one or more received signals to compensate for distortion introduced by said high frequency communication channel.
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USPTO Annuity & Maintenance Windows
| Annuity Stage | Window Opens | Payment Deadline | Surcharge Period Until | Estimated Fee | Status |
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| 3.5 Years (Year 4) | 1998-02-13 | 1998-08-15 | 1999-02-14 | $2000.00 | Window Closed / Lapsed |
| 7.5 Years (Year 8) | 2002-02-13 | 2002-08-15 | 2003-02-14 | $3760.00 | Window Closed / Lapsed |
| 11.5 Years (Year 12) | 2006-02-13 | 2006-08-15 | 2007-02-14 | $7700.00 | Window Closed / Lapsed |