Least-mean squares adaptive digital filter havings variable size loop bandwidth

• US 5,390,364 A
• Filed: 11/02/1992
• Issued: 02/14/1995
• Est. Priority Date: 11/02/1992
• Status: Expired due to Term

• Current Assignee: North South Holdings Incorporated (Spherix Incorporated)
• Original Assignee: Harris Corporation (L3Harris Technologies, Inc.)
• Inventors: Richards, James C., Webster, Mark A.
• Primary Examiner(s): Kuntz, Curtis
• Assistant Examiner(s): Charouel, Lisa
• Application Number:
  US07/970,115
• Time in Patent Office: 834 Days
• Field of Search: 455/10, 455/52.3, 455/63, 455/67.3, 455/65, 455/67.6, 455/296, 455/306, 455/307, 455/339, 375/11, 375/12, 375/13, 375/14, 375/99, 375/103, 333/28 R, 333/18, 333/203, 364/724.19, 364/724.2
• US Class Current: 455/506
• CPC Class Codes: H03H 2021/007 Computation saving measures; Accelerating measures
• CPC Class Codes: H03H 2021/0074 Reduction of the update frequency
• CPC Class Codes: H03H 2021/0078 varying the step size
• CPC Class Codes: H03H 21/0012 Digital adaptive filters

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.

Claims

1. 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.

2. An apparatus according to claim 1, wherein said first, second, and third low-pass filters are single-pole IIR low-pass filters.

3. 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.

4. 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.

5. 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.

6. An apparatus according to claim 5, wherein a quantity representative of spurious noise is subtracted from an input of said second low-pass filter.

7. 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.

8. 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).

9. A method according to claim 8, wherein said low-pass filtering steps (a), (c) and (d) employ single-pole IIR low-pass filters.

10. 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).

11. 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.

12. 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.

13. A method apparatus according to claim 12, wherein a quantity representative of spurious noise is subtracted from an input of step (c).

14. 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.