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Advanced Digital

Signal Processing

and Noise Reduction

Third Edition

Saeed V. Vaseghi

Professor of Communications and Signal Processing

Department of Electronics and Computer Engineering

Brunel University, UK

West Sussex PO19 8SQ, England

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Library of Congress Cataloging in Publication Data

Vaseghi, Saeed V.

Advanced digital signal processing and noise reduction / Saeed V. Vaseghi. — 3rd ed.

p. cm.

Includes bibliographical references and index.

ISBN 0-470-09494-X

1. Signal processing. 2. Electronic noise. 3. Digital filters (Mathematics) I. Title.

TK5102.9.V37 2005

621.382 ' 2—dc22

2005018514

British Library Cataloguing in Publication Data

A catalogue record for this book is available from the British Library

ISBN-13 978-0-470-09494-5 (HB)

ISBN-10 0-470-09494-X (HB)

Typeset in 10/12pt Times by Integra Software Services Pvt. Ltd, Pondicherry, India.

Printed and bound in Great Britain by Antony Rowe Ltd, Chippenham, Wiltshire.

This book is printed on acid-free paper responsibly manufactured from sustainable forestry

in which at least two trees are planted for each one used for paper production.

To my Luke

I wish to thank Esfandiar Zavarehei and Wendy Pillar for proof reading this edition and for

many excellent suggestions. Thanks also to Ben Milner, Qin Yan, Dimitrios Rentzo, Charles

Ho and Aimin Chen.

Contents

Preface

xvii

Symbols

xxi

Abbreviations

xxv

1 Introduction

1.1 Signals and Information

1.2 Signal Processing Methods

1.2.1 Transform-based Signal Processing

1.2.2 Model-based Signal Processing

1.2.3 Bayesian Signal Processing

1.2.4 Neural Networks

1.3 Applications of Digital Signal Processing

1.3.1 Adaptive Noise Cancellation

1.3.2 Adaptive Noise Reduction

1.3.3 Blind Channel Equalisation

1.3.4 Signal Classification and Pattern Recognition

1.3.5 Linear Prediction Modelling of Speech

1.3.6 Digital Coding of Audio Signals

1.3.7 Detection of Signals in Noise

1.3.8 Directional Reception of Waves: Beam-forming

1.3.9 Dolby Noise Reduction

1.3.10 Radar Signal Processing: Doppler Frequency Shift

1.4 Sampling and Analogue-to-digital Conversion

1.4.1 Sampling and Reconstruction of Analogue Signals

1.4.2 Quantisation

Bibliography

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