IP Library Granted Patent US 8,462,756
Granted Patent B2
US 8,462,756 · App. 12/162,818 · Granted Jun 11, 2013

Symbol-level adaptation method for equalizer coefficients, memory, equalizer and receiver for implementing the method

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Quick Facts
Patent No.
US 8,462,756
App. No.
12/162,818
Granted
Jun 11, 2013
Kind
B2
Abstract

A symbol-level adaptation method to adapt at least one coefficient of an equalizer, the method comprising the steps of: a) executing an adaptive algorithm that calculates the value of the equalizer coefficient, the adaptive algorithm having a tunable parameter that determines how close the calculated coefficient value is to the optimal solution, b) modifying the value of the equalizer coefficient according to the calculated coefficient value at an intermediate instant t Δ strictly between two consecutive instants t A and t B , instants t A and t B corresponding to the beginning and the end of a pilot symbol period, respectively, and c) adjusting the value of the tunable parameter according to a number Δ representing the number of chips yet to be received before instant t B or already received since instant t A .

Claims (19)

1. A symbol-level adaptation method to adapt at least one coefficient of an equalizer, the equalizer being used in an orthogonal CDMA, Code Division Multiple Access, receiver to correct channel distortions at chip level, wherein the method comprises:

a) executing an adaptive algorithm that calculates the value of the equalizer coefficient that minimizes an error between a pilot symbol estimation outputted by a despreader and the corresponding expected pilot symbol, the adaptive algorithm having a tunable parameter (μ) that determines how close the calculated coefficient value is to the optimal solution;

wherein step a) is based on an estimation made over a pilot symbol period by means of a despreading performed on a number of chips corresponding to an orthogonal pilot channelization code; and that it further involves the steps of:

receiving a new chip;

determining whether the current instant t cur corresponds to an instant where adaptation of equalizer coefficients can take place, by computing two values Δ A and Δ B as follows:

t cur =t A +Δ A T c

t cur =t B +Δ B T c

 with t A and t B being respectively the beginning and the end of a pilot symbol period and T c being a chip interval, and testing whether Δ A and Δ B are within limits Δ min and Δ max ; and

if Δ A and Δ B are not within Predetermined limits Δ min and Δ max , then performing no adaptation of the coefficient equalizer and returning to the first step for processing the next chip;

if Δ A and Δ B are within limits Δ min and Δ max , then descrambling and dispreading said pilot chip sequence; and

filtering said despread pilot chip sequence to obtain an estimation of said pilot symbol;

computing a current error by subtracting said estimated pilot symbol and an expected pilot symbol;

reading an SINR estimation and a current speed estimation generated by an SINR estimator and a speeding estimator;

using Δ B and the SINR estimation and the current speed estimation for accessing a look-up table for reading a value of step-size u; and

executing the adaptive algorithm to calculate new values of the equalizer coefficient by using said value μ;

modifying the current values of the equalizer coefficient; and

returning to the first step for processing the next chip.

2. The method according to claim 1 , wherein the adaptive algorithm is a MMSE, Minimum Mean Square Error, algorithm and wherein the tunable parameter is a step-size μ and wherein step-size μ is lowered as the absolute value of Δ B increases.

3. A memory comprising instructions for executing a method according to claim 1 when the instructions are executed by an electronic calculator.

Assignments (17)
CORRECTIVE ASSIGNMENT TO CORRECT THE REMOVE APPLICATION 12298143 PREVIOUSLY RECORDED ON REEL 042762 FRAME 0145. ASSIGNOR(S) HEREBY CONFIRMS THE SECURITY AGREEMENT SUPPLEMENT. Recorded Oct 22, 2019
From: NXP B.V.
To: MORGAN STANLEY SENIOR FUNDING, INC.
Reel/Frame 051145/0184 →
CORRECTIVE ASSIGNMENT TO CORRECT THE REMOVE APPLICATION 12298143 PREVIOUSLY RECORDED ON REEL 038017 FRAME 0058. ASSIGNOR(S) HEREBY CONFIRMS THE SECURITY AGREEMENT SUPPLEMENT. Recorded Oct 22, 2019
From: NXP B.V.
To: MORGAN STANLEY SENIOR FUNDING, INC.
Reel/Frame 051030/0001 →
CORRECTIVE ASSIGNMENT TO CORRECT THE REMOVE APPLICATION 12298143 PREVIOUSLY RECORDED ON REEL 039361 FRAME 0212. ASSIGNOR(S) HEREBY CONFIRMS THE SECURITY AGREEMENT SUPPLEMENT. Recorded Oct 22, 2019
From: NXP B.V.
To: MORGAN STANLEY SENIOR FUNDING, INC.
Reel/Frame 051029/0387 →
CORRECTIVE ASSIGNMENT TO CORRECT THE REMOVE APPLICATION 12298143 PREVIOUSLY RECORDED ON REEL 042985 FRAME 0001. ASSIGNOR(S) HEREBY CONFIRMS THE SECURITY AGREEMENT SUPPLEMENT. Recorded Oct 22, 2019
From: NXP B.V.
To: MORGAN STANLEY SENIOR FUNDING, INC.
Reel/Frame 051029/0001 →
RELEASE OF SECURITY INTEREST Recorded Sep 10, 2019
From: MORGAN STANLEY SENIOR FUNDING, INC.
To: NXP B.V.
Reel/Frame 050745/0001 →
CORRECTIVE ASSIGNMENT TO CORRECT THE REMOVE APPLICATION 12681366 PREVIOUSLY RECORDED ON REEL 039361 FRAME 0212. ASSIGNOR(S) HEREBY CONFIRMS THE SECURITY AGREEMENT SUPPLEMENT. Recorded May 9, 2017
From: NXP B.V.
To: MORGAN STANLEY SENIOR FUNDING, INC.
Reel/Frame 042762/0145 →
CORRECTIVE ASSIGNMENT TO CORRECT THE REMOVE APPLICATION 12681366 PREVIOUSLY RECORDED ON REEL 038017 FRAME 0058. ASSIGNOR(S) HEREBY CONFIRMS THE SECURITY AGREEMENT SUPPLEMENT. Recorded May 9, 2017
From: NXP B.V.
To: MORGAN STANLEY SENIOR FUNDING, INC.
Reel/Frame 042985/0001 →
PATENT RELEASE Recorded Aug 17, 2016
From: MORGAN STANLEY SENIOR FUNDING, INC.
To: NXP B.V.
Reel/Frame 039707/0471 →
CORRECTIVE ASSIGNMENT TO CORRECT THE REMOVE APPLICATION 12092129 PREVIOUSLY RECORDED ON REEL 038017 FRAME 0058. ASSIGNOR(S) HEREBY CONFIRMS THE SECURITY AGREEMENT SUPPLEMENT. Recorded Jul 14, 2016
From: NXP B.V.
To: MORGAN STANLEY SENIOR FUNDING, INC.
Reel/Frame 039361/0212 →
SECURITY AGREEMENT SUPPLEMENT Recorded Mar 7, 2016
From: NXP B.V.
To: MORGAN STANLEY SENIOR FUNDING, INC.
Reel/Frame 038017/0058 →
NUNC PRO TUNC ASSIGNMENT Recorded Jun 18, 2015
From: ERICSSON MODEMS SA
To: ERICSSON AB
Reel/Frame 035948/0147 →
NUNC PRO TUNC ASSIGNMENT Recorded Jun 18, 2015
From: ERICSSON AB
To: TELEFONAKTIEBOLAGET L M ERICSSON (PUBL)
Reel/Frame 035931/0001 →
RECORD CHANGE OF ADDRESS Recorded Aug 12, 2014
From: ERICSSON MODEMS SA
To: ERICSSON MODEMS SA
Reel/Frame 033521/0517 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jun 20, 2014
From: ST-ERICSSON SA; ST-ERICSSON AT SA
To: ERICSSON MODEMS SA
Reel/Frame 033151/0789 →
CHANGE OF NAME Recorded May 3, 2013
From: ST WIRELESS SA
To: ST-ERICSSON SA
Reel/Frame 030350/0125 →
DEED OF TRANSFER Recorded May 2, 2013
From: NXP B.V.
To: ST WIRELESS SA
Reel/Frame 030342/0153 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 31, 2008
From: BASTUG, AHMET; DEMAJ, PIERRE
To: NXP B.V.
Reel/Frame 021321/0530 →