Adaptive Signal Processing / Edition 1

by Bernard Widrow

Overview

A comprehensive and practical treatment of adaptive signal processing featuring frequent use of examples.

Product Details

ISBN-13:	9780130040299
Publisher:	Pearson Education
Publication date:	03/15/1985
Series:	Prentice Hall Signal Processing Series
Edition description:	New Edition
Pages:	496
Product dimensions:	7.05(w) x 9.05(h) x 1.25(d)

Table of Contents

GENERAL INTRODUCTION.

Adaptive Systems.
The Adaptive Linear Combiner.

THEORY OF ADAPTATION WITH STATIONARY SIGNALS.

Properties of the Quadratic Performance Surface.
Searching the Performance Surface.
Gradient Estimation and Its Effects on Adaptation.

ADAPTIVE ALGORITHMS AND STRUCTURES.

The LMS Algorithm.
The Z-Transform in Adaptive Signal Processing.
Other Adaptive Algorithms and Structures.
Adaptive Lattice Filters.

APPLICATIONS.

Adaptive Modeling and System Identification.
Inverse Adaptive Modeling, Deconvolution, and Equalization.
Adaptive Control Systems.
Adaptive Interference Cancelling.
Introduction to Adaptive Arrays and Adaptive Beamforming.
Analysis of Adaptive Beamformers.