SOLUTION SPACE PRINCIPLE COMPONENT-BASED ADAPTIVE FILTER AND METHOD OF OPERATION THEREOF

Patent №

US 7,069,286

Granted

2006-06-27

Filed 2002

Owner

LUCENT TECHNOLOGIES, INC., A CORP. OF DELAWARE

Lab

AI components

1

ml

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10256882

The present invention provides an adaptive filter. In one embodiment, the adaptive filter includes a solution vector generator that develops a sparse expression of an initial solution vector. In addition, the adaptive filter includes a proportionate normalized least mean squares (PNLMS) analyzer, coupled to the solution vector generator, that employs the sparse expression to converge upon at least one coefficient for the adaptive filter.

Machine learningH03H 21/0043H04B 3/23H04L 25/03987H04M 9/082H03H 2021/0063

AI classification

Machine learning1.00
Planning0.42
Speech0.40
AI hardware0.04
Vision0.01
Natural language0.00
Evolutionary computation0.00
Knowledge representation0.00

Ownership

LUCENT TECHNOLOGIES, INC., A CORP. OF DELAWARE

assignment · 133450471

Assignors

GAY, STEVEN L.

On an employer assignment, the assignors are typically the inventors.

From the same owner

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