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Jacket image for Digital signal processing – Woodhead Publishing
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Digital signal processing: Mathematical and computational methods, software development and applications (Second edition)

J M Blackledge, Loughborough University, UK

Woodhead Publishing Series in Electronic and Optical Materials No. 11

 - provides an introduction to modern methods in the developing field of Digital Signal Processing (DSP)
 - focuses on the design of algorithms and the processing of digital signals in areas of communications and control
 - provides a comprehensive introduction to the underlying principles and mathematical models of Digital Signal Processing
 - part one of a complete MSc course

This book forms the first part of a complete MSc course in an area that is fundamental to the continuing revolution in information technology and communication systems. Massively exhaustive, authoritative, comprehensive and reinforced with software, this is an introduction to modern methods in the developing field of Digital Signal Processing (DSP). The focus is on the design of algorithms and the processing of digital signals in areas of communications and control, providing the reader with a comprehensive introduction to the underlying principles and mathematical models.

ISBN 1 904275 26 5
ISBN-13: 978 1 904275 26 8
March 2006
840 pages  234 x 156mm  paperback  
£80.00 / US$135.00 / €95.00
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About the author

Jonathan M Blackledge, Loughborough University, UK

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Contents

PART 1 SIGNAL ANALYSIS
PART 2 COMPUTATIONAL LINEAR ALGEBRA
PART 3 PROGRAMMING AND SOFTWARE ENGINEERING
PART 4 DSP: METHODS, ALGORITHMS AND BUILDING A LIBRARY

Introduction

PART 1 SIGNAL ANALYSIS

Complex analysis

The delta function

The Fourier series

The Fourier transform

Other integral transforms

PART 2 COMPUTATIONAL LINEAR ALGEBRA

Matrices and matrix algebra

Direct methods of solution

Vector and matrix norms

Iterative methods of solution

Eigen values and Eigen vectors

PART 3 PROGRAMMING AND SOFTWARE ENGINEERING

Principles of software engineering

Modular programming in C

PART 4 DSP: METHODS, ALGORITHMS AND BUILDING A LIBRARY

Digital filters and the FFT

Frequency domain filtering with noise

Statistics, entropy and extrapolation

Digital filtering in the time domain

Random fractal signals

Summary

Appendix A Solutions to problems

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