Higher Ed. and Vocational >> Engineering and Computer Science >> Electrical & Electronics Engineering >> Digital Signal Processing


Adaptive Signal Processing

Adaptive Signal Processing

Author(s):
  • Bernard Widrow
  • Samuel D. Stearns
  • Author: Bernard Widrow
    • ISBN:9788131705322
    • 10 Digit ISBN:8131705323
    • Price:Rs. 979.00
    • Pages:496
    • Imprint:Pearson Education
    • Binding:Paperback
    • Status:Available


    Ratings:

    These are a few examples of the chapter titles in this new book by Bernard Widrow and Samuel D. Stearns. The authors designed the book as a basic text on adaptive signal processing covering a wide range of subject matter.


    A background in engineering and mathematics plus an ability to write and run computer programs is assumed.


    Table of Content

    Part I: GENERAL INTRODUCTION
    1. Adaptive Systems
    2. The Adaptive Linear Combiner
    Part-II: THEORY OF ADAPTATION WITH STATIONARY SIGNALS
    1. Properties of the Quadratic Performance Surface
    2. Searching The Performance Surface
    3. Gradient Estimation and Its Effects on Adaptation
    Part-III: ADAPTIVE ALGORITHMS AND STRUCTURES
    1. The LMS Algorithm
    2. The z-Transform in Adaptive Signal Processing
    3. Other Adaptive Algorithms and Structures
    Part-IV: APPLICATIONS
    1. Adaptive Modeling and System Identification
    2. Inverse Adaptive Modeling, Deconvolution, and Equalization
    3. Adaptive Interference Canceling
    4. Introduction to Adaptive Arrays and Adaptive Beamforming
    5. Analysis of Adaptive Beamformers

    Salient Features

    • Introduces the concept of adaptation as a property or characteristic of certain engineering systems.
    • Describes a geometric "performance surface" for the analysis of all adaptive systems.
    • Covers the major applications of adaptive signal processing.