IP Library Granted Patent US 8,385,400
Granted Patent B2
US 8,385,400 · App. 12/916,300 · Granted Feb 26, 2013

Adaptive equalization in the presence of burst errors

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Quick Facts
Patent No.
US 8,385,400
App. No.
12/916,300
Granted
Feb 26, 2013
Kind
B2
Abstract

Methods for providing adaptive equalization in the presence of a burst error are provided. If an equalization algorithm has converged and burst errors are present during a symbol interval, the equalizer coefficients remain unchanged during the symbol interval. If the burst error is no longer present during the next symbol interval, the equalizer coefficients are updated based on the previously converged coefficients.

Claims (36)

1. A method of adjusting equalizer coefficients of an equalizer during a current symbol interval based on an equalizer algorithm, the method comprising:

determining whether equalizer coefficients of an equalizer converged during a previous symbol interval;

determining whether a burst error occurred during a current symbol interval; and

updating the equalizer coefficients based on the first determining step and the second determining step.

2. The method of claim 1 wherein determining whether equalizer coefficients converged during a previous symbol interval comprises determining whether equalizer coefficients converged during a previous symbol interval based on a modulation error ratio (MER).

3. The method of claim 2 wherein determining whether equalizer coefficients converged during a previous symbol interval comprises determining whether an average MER exceeds a first threshold value.

4. The method of claim 2 wherein determining whether equalizer coefficients converged during a previous symbol interval comprises determining whether the MER variance is below a second threshold value.

5. The method of claim 1 wherein determining whether equalizer coefficients converged during a previous symbol interval comprises determining whether equalizer coefficients converged during a previous symbol interval based on an equalizer output and a predicted transmitted signal.

6. The method of claim 1 wherein determining whether a burst error occurred during a current symbol interval comprises determining whether a burst error occurred during a current symbol interval based on a MER for the current symbol.

7. The method of claim 6 wherein determining whether a burst error occurred during a current symbol interval comprises determining whether the MER for the current symbol is below the average MER by a predetermined amount.

8. The method of claim 6 wherein determining whether a burst error occurred during a current symbol interval comprises determining whether a change in the MER exceeds a predetermined value.

9. The method of claim 1 wherein updating the equalizer coefficients based on the first determining step and second determining step comprises:

updating the equalizer coefficients based on an equalizer algorithm if the equalizer coefficients did not converge during the previous symbol interval;

maintaining the equalizer coefficients at their current value if the equalizer coefficients converged during the previous symbol interval and a burst error occurred during a current symbol interval.

10. The method of claim 9 wherein the equalizer algorithm is a variable step size algorithm.

11. The method of claim 9 wherein the equalizer algorithm is a fixed step size algorithm.

12. A computer readable medium having instructions for causing a computer to execute a method comprising:

determining whether equalizer coefficients of an equalizer converged during a previous symbol interval;

determining whether a burst error occurred during a current symbol interval; and

updating the equalizer coefficients based on the first determining step and the second determining step.

13. The computer readable medium of claim 12 wherein determining whether equalizer coefficients converged during a previous symbol interval comprises determining whether equalizer coefficients converged during a previous symbol interval based on a modulation error ratio (MER).

14. The computer readable medium of claim 13 wherein determining whether equalizer coefficients converged during a previous symbol interval comprises determining whether an average MER exceeds a first threshold value.

15. The computer readable medium of claim 13 wherein determining whether equalizer coefficients converged during a previous symbol interval comprises determining whether the MER variance is below a second threshold value.

16. The computer readable medium of claim 12 wherein determining whether equalizer coefficients converged during a previous symbol interval comprises determining whether equalizer coefficients converged during a previous symbol interval based on an equalizer output and a predicted transmitted signal.

17. The computer readable medium of claim 12 wherein determining whether a burst error occurred during a current symbol interval comprises determining whether a burst error occurred during a current symbol interval based on a MER for the current symbol.

18. The computer readable medium of claim 17 wherein determining whether a burst error occurred during a current symbol interval comprises determining whether the MER for the current symbol is below the average MER by a predetermined amount.

19. The computer readable medium of claim 17 wherein determining whether a burst error occurred during a current symbol interval comprises determining whether a change in the MER exceeds a predetermined value.

20. The computer readable medium of claim 12 wherein updating the equalizer coefficients based on the first determining step and second determining step comprises:

updating the equalizer coefficients based on an equalizer algorithm if the equalizer coefficients did not converge during the previous symbol interval;

maintaining the equalizer coefficients at their current value if the equalizer coefficients converged during the previous symbol interval and a burst error occurred during a current symbol interval.

21. The computer readable medium of claim 20 wherein the equalizer algorithm is a variable step size algorithm.

22. The computer readable medium of claim 20 wherein the equalizer algorithm is a fixed step size algorithm.

23. An apparatus for adjusting equalizer coefficients of an equalizer during a current symbol interval based on an equalizer algorithm, the apparatus comprising:

means for determining whether equalizer coefficients of an equalizer converged during a previous symbol interval;

mean for determining whether a burst error occurred during a current symbol interval; and

mean for updating the equalizer coefficients based on the first determining step and the second determining step.

Assignments (13)
SECURITY INTEREST Recorded Apr 8, 2026
From: ARRIS ENTERPRISES LLC; RUCKUS IP HOLDINGS LLC
To: CITIBANK, N.A., AS COLLATERAL AGENT
Reel/Frame 075476/0814 →
RELEASE OF SECURITY INTEREST AT REEL/FRAME 049905/0504 Recorded Dec 19, 2024
From: JPMORGAN CHASE BANK, N.A., AS COLLATERAL AGENT
To: ARRIS ENTERPRISES LLC (F/K/A ARRIS ENTERPRISES, INC.); ARRIS TECHNOLOGY, INC.; ARRIS SOLUTIONS, INC.; COMMSCOPE, INC. OF NORTH CAROLINA; COMMSCOPE TECHNOLOGIES LLC; RUCKUS WIRELESS, LLC (F/K/A RUCKUS WIRELESS, INC.)
Reel/Frame 071477/0255 →
SECURITY INTEREST Recorded Dec 17, 2024
From: ARRIS ENTERPRISES LLC; COMMSCOPE TECHNOLOGIES LLC; COMMSCOPE INC., OF NORTH CAROLINA; OUTDOOR WIRELESS NETWORKS LLC; RUCKUS IP HOLDINGS LLC
To: APOLLO ADMINISTRATIVE AGENCY LLC
Reel/Frame 069889/0114 →
SECURITY INTEREST Recorded Nov 19, 2021
From: ARRIS SOLUTIONS, INC.; ARRIS ENTERPRISES LLC; COMMSCOPE TECHNOLOGIES LLC; COMMSCOPE, INC. OF NORTH CAROLINA; RUCKUS WIRELESS, INC.
To: WILMINGTON TRUST
Reel/Frame 060752/0001 →
TERM LOAN SECURITY AGREEMENT Recorded Jul 3, 2019
From: COMMSCOPE, INC. OF NORTH CAROLINA; COMMSCOPE TECHNOLOGIES LLC; ARRIS ENTERPRISES LLC; ARRIS TECHNOLOGY, INC.; RUCKUS WIRELESS, INC.; ARRIS SOLUTIONS, INC.
To: JPMORGAN CHASE BANK, N.A.
Reel/Frame 049905/0504 →
PATENT SECURITY AGREEMENT Recorded Jul 3, 2019
From: ARRIS ENTERPRISES LLC
To: WILMINGTON TRUST, NATIONAL ASSOCIATION, AS COLLATERAL AGENT
Reel/Frame 049820/0495 →
ABL SECURITY AGREEMENT Recorded Jul 3, 2019
From: COMMSCOPE, INC. OF NORTH CAROLINA; COMMSCOPE TECHNOLOGIES LLC; ARRIS ENTERPRISES LLC; ARRIS TECHNOLOGY, INC.; RUCKUS WIRELESS, INC.; ARRIS SOLUTIONS, INC.
To: JPMORGAN CHASE BANK, N.A.
Reel/Frame 049892/0396 →
CHANGE OF NAME Recorded Jun 25, 2019
From: ARRIS ENTERPRISES, INC.
To: ARRIS ENTERPRISES LLC
Reel/Frame 049586/0470 →
TERMINATION AND RELEASE OF SECURITY INTEREST IN PATENTS Recorded Apr 8, 2019
From: BANK OF AMERICA, N.A., AS ADMINISTRATIVE AGENT
To: ARRIS GROUP, INC.; ARRIS ENTERPRISES, INC.; ARRIS SOLUTIONS, INC.; ARRIS KOREA, INC.; ARRIS HOLDINGS CORP. OF ILLINOIS, INC.; BIG BAND NETWORKS, INC.; TEXSCAN CORPORATION; POWER GUARD, INC.; 4HOME, INC.; ACADIA AIC, INC.; AEROCAST, INC.; BROADBUS TECHNOLOGIES, INC.; GENERAL INSTRUMENT CORPORATION; GENERAL INSTRUMENT AUTHORIZATION SERVICES, INC.; GENERAL INSTRUMENT INTERNATIONAL HOLDINGS, INC.; IMEDIA CORPORATION; JERROLD DC RADIO, INC.; LEAPSTONE SYSTEMS, INC.; MODULUS VIDEO, INC.; MOTOROLA WIRELINE NETWORKS, INC.; NETOPIA, INC.; NEXTLEVEL SYSTEMS (PUERTO RICO), INC.; QUANTUM BRIDGE COMMUNICATIONS, INC.; SETJAM, INC.; SUNUP DESIGN SYSTEMS, INC.; UCENTRIC SYSTEMS, INC.; GIC INTERNATIONAL HOLDCO LLC; GIC INTERNATIONAL CAPITAL LLC; CCE SOFTWARE LLC; THE GI REALTY TRUST 1996
Reel/Frame 048825/0294 →
CHANGE OF NAME Recorded Mar 14, 2017
From: ARRIS ENTERPRISES INC
To: ARRIS ENTERPRISES LLC
Reel/Frame 041995/0031 →
SECURITY AGREEMENT Recorded May 28, 2013
From: ARRIS GROUP, INC.; ARRIS ENTERPRISES, INC.; ARRIS SOLUTIONS, INC.; ARRIS KOREA, INC.; ARRIS HOLDINGS CORP. OF ILLINOIS; BIGBAND NETWORKS, INC.; TEXSCAN CORPORATION; POWER GUARD, INC.; 4HOME, INC.; ACADIA AIC, INC.; AEROCAST, INC.; BROADBUS TECHNOLOGIES, INC.; GENERAL INSTRUMENT CORPORATION; GENERAL INSTRUMENT AUTHORIZATION SERVICES, INC.; GENERAL INSTRUMENT INTERNATIONAL HOLDINGS, INC.; IMEDIA CORPORATION; JERROLD DC RADIO, INC.; LEAPSTONE SYSTEMS, INC.; MODULUS VIDEO, INC.; MOTOROLA WIRELINE NETWORKS, INC.; NETOPIA, INC.; NEXTLEVEL SYSTEMS (PUERTO RICO), INC.; QUANTUM BRIDGE COMMUNICATIONS, INC.; SETJAM, INC.; SUNUP DESIGN SYSTEMS, INC.; UCENTRIC SYSTEMS, INC.; GIC INTERNATIONAL HOLDCO LLC; GIC INTERNATIONAL CAPITAL LLC; CCE SOFTWARE LLC; THE GI REALTY TRUST 1996
To: BANK OF AMERICA, N.A., AS ADMINISTRATIVE AGENT
Reel/Frame 030498/0023 →
MERGER Recorded Apr 16, 2013
From: ARRIS GROUP, INC.
To: ARRIS ENTERPRISES, INC.
Reel/Frame 030223/0244 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Nov 16, 2010
From: TAHER, TANIM; AL-BANNA, AYHAM
To: ARRIS GROUP, INC.
Reel/Frame 025366/0313 →