Bernard Widrow, Samuel D.Stearns – Adaptive signal processing

Description

 

Overview of Adaptive Signal Processing:

These are a number of examples of the chapter titles on this new ebook by Bernard Widrow and Samuel D. Stearns. The authors designed the ebook as a fundamental textual content on adaptive signal processing protecting a variety of subject material.

A background in engineering and arithmetic plus a capability to write down and run laptop packages is assumed.

Book Type

Computer Science and Electronics & Telecommunication Text Book.

Binding

Paperback

Language

English

Number of Pages:

496

ISBN – 10

8131705323

Copyright Year

2014

The Adaptive Signal Processing Published On:

2013

Resource For

Computer Science and Electronics & Telecommunication Engineering college students and professionals.

Table of Contents/Index/Syllabus of Adaptive Signal Processing:

Part I: GENERAL INTRODUCTION

Adaptive Systems

The Adaptive Linear Combiner

Part-II: THEORY OF ADAPTATION WITH STATIONARY SIGNALS

Properties of the Quadratic Performance Surface

Searching The Performance Surface

Gradient Estimation and Its Effects on Adaptation

Part-III: ADAPTIVE ALGORITHMS AND STRUCTURES

The LMS Algorithm

The z-Transform in Adaptive Signal Processing

Other Adaptive Algorithms and Structures

Part-IV: APPLICATIONS

Adaptive Modeling and System Identification

Inverse Adaptive Modeling, Deconvolution, and Equalization

Adaptive Interference Canceling

Introduction to Adaptive Arrays and Adaptive Beamforming

Analysis of Adaptive Beamformers

About Author of Adaptive Signal Processing:

Bernard Widrow,Samuel D. Stearns

Bernard Widrow (born December 24, 1929) is a U.S. professor {of electrical} engineering at Stanford University.He is the co-inventor of the Widrow–Hoff least imply squares filter (LMS) adaptive algorithm along with his then doctoral pupil Ted Hoff.The LMS algorithm led to the ADALINE and MADALINE synthetic neural networks and to the backpropagation method. He made different elementary contributions to the event of signal processing within the fields of geophysics, adaptive antennas, and adaptive filtering.

Samuel D. Stearns is Professor Emeritus on the University of New Mexico, Albuquerque, NM. He has been a Research Professor of Electrical and Computer Engineering at UNM since 1999, and concerned in adjunct instructing and analysis at UNM since 1960.

His principal technical areas are digital signal processing and adaptive signal processing.  His most up-to-date work has been in instructing these topics on the University of New Mexico and in industrial quick programs, in addition to in consulting.

Salient options:

Introduces the idea of adaptation as a property or attribute of sure engineering techniques.

Describes a geometrical “performance surface” for the evaluation of all adaptive techniques.

Covers the most important functions of adaptive signal processing.

About Pearson Education:

Pearson Education India specializes within the publication of educational and reference books within the fields of laptop science, engineering, enterprise & administration, skilled & commerce, greater schooling and aggressive examination preparation books. Pearson Education India can be India’s foremost writer within the college phase (Ok-12), with ebook lists in English language instructing (ELT), the humanities, sciences and arithmetic, from major to senior secondary lessons.

 

Author

Bernard Widrow, an internationally-recognised authority within the subject of quantization, is a professor {of electrical} engineering at Stanford University, Californica. He pioneered the sector and one in every of his papers on the subject is the usual reference. He is a Fellow of the IEEE and the AAAS, a member of the US National Academy of Engineering, and the winner of quite a few prestigious awards.