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Digital Signal Processing Using MATLAB 3rd Edition.pdf

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    Cover Page
    Half-Title Page
    Title Page
    Copyright Page
    Contents
    Preface
    SCOPE OF THE BOOK
    ORGANIZATION OF THE BOOK
    ABOUT THE SOFTWARE
    ACKNOWLEDGMENTS
    CHAPTER 1: INTRODUCTION
    1.1: Overview of Digital Signal Processing
    1.2: A Brief Introduction to MATLAB
    1.3: Applications of Digital Signal Processing
    1.4: Brief Overview of the Book
    CHAPTER 2: DISCRETE-TIME SIGNALS AND SYSTEMS
    2.1: Discrete-time Signals
    2.2: Discrete Systems
    2.3: Convolution
    2.4: Difference Equations
    2.5: Problems
    CHAPTER 3: THE DISCRETE-TIME FOURIER ANALYSIS
    3.1: The Discrete-time Fourier Transform (DTFT)
    3.2: The Properties of the DTFT
    3.3: The Frequency Domain Representation of LTI Systems
    3.4: Sampling and Reconstruction of Analog Signals
    3.5: Problems
    CHAPTER 4: THE z-TRANSFORM
    4.1: The Bilateral z-Transform
    4.2: Important Properties of the z-Transform
    4.3: Inversion of the z-Transform
    4.4: System Representation in the z-Domain
    4.5: Solutions of the Difference Equations
    4.6: Problems
    CHAPTER 5: THE DISCRETE FOURIER TRANSFORM
    5.1: The Discrete Fourier Series
    5.2: Sampling and Reconstruction in the z-Domain
    5.3: The Discrete Fourier Transform
    5.4: Properties of the Discrete Fourier Transform
    5.5: Linear Convolution Using the DFT
    5.6: The Fast Fourier Transform
    5.7: Problems
    CHAPTER 6: IMPLEMENTATION OF DISCRETE-TIME FILTERS
    6.1: Basic Elements
    6.2: IIR Filter Structures
    6.3: FIR Filter Structures
    6.4: Lattice Filter Structures
    6.5: Overview of Finite-Precision Numerical Effects
    6.6: Representation of Numbers
    6.7: The Process of Quantization and Error Characterizations
    6.8: Quantization of Filter Coefficients
    6.9: Problems
    CHAPTER 7: FIR FILTER DESIGN
    7.1: Preliminaries
    7.2: Properties of Linear-phase FIR Filters
    7.3: Window Design Techniques
    7.4: Frequency Sampling Design Techniques
    7.5: Optimal Equiripple Design Technique
    7.6: Problems
    CHAPTER 8: IIR FILTER DESIGN
    8.1: Some Preliminaries
    8.2: Some Special Filter Types
    8.3: Characteristics of Prototype Analog Filters
    8.4: Analog-to-Digital Filter Transformations
    8.5: Lowpass Filter Design Using MATLAB
    8.6: Frequency-band Transformations
    8.7: Problems
    CHAPTER 9: SAMPLING RATE CONVERSION
    9.1: Introduction
    9.2: Decimation by a Factor D
    9.3: Interpolation by a Factor I
    9.4: Sampling Rate Conversion by a Rational Factor I/D
    9.5: FIR Filter Designs for Sampling Rate Conversion
    9.6: FIR Filter Structures for Sampling Rate Conversion
    9.7: Problems
    CHAPTER 10: ROUND-OFF EFFECTS IN DIGITAL FILTERS
    10.1: Analysis of A/D Quantization Noise
    10.2: Round-off Effects in IIR Digital Filters
    10.3: Round-off Effects in FIR Digital Filters
    10.4: Problems
    CHAPTER 11: APPLICATIONS IN ADAPTIVE FILTERING
    11.1: LMS Algorithm for Coefficient Adjustment
    11.2: System Identification or System Modeling
    11.3: Suppression of Narrowband Interference in a Wideband Signal
    11.4: Adaptive Line Enhancement
    11.5: Adaptive Channel Equalization
    CHAPTER 12: APPLICATIONS IN COMMUNICATIONS
    12.1: Pulse-Code Modulation
    12.2: Differential PCM (DPCM)
    12.3: Adaptive PCM and DPCM (ADPCM)
    12.4: Delta Modulation (DM)
    12.5: Linear Predictive Coding (LPC) of Speech
    12.6: Dual-tone Multifrequency (DTMF) Signals
    12.7: Binary Digital Communications
    12.8: Spread-Spectrum Communications
    BIBLIOGRAPHY
    INDEX
    A
    B
    C
    D
    E
    F
    G
    H
    I
    K
    L
    M
    N
    O
    P
    Q
    R
    S
    T
    U
    V
    W
    X
    Z
    Digital Signal Processing Using MATLAB® Third Edition
    Digital Signal Processing Using MATLAB® Third Edition Vinay K. Ingle John G. Proakis Northeastern University Australia • Brazil • Japan • Korea • Mexico • Singapore • Spain • United Kingdom • United States
    This is an electronic version of the print textbook. Due to electronic rights restrictions, some third party content may be suppressed. Editorial review has deemed that any suppressed content does not materially affect the overall learning experience. The publisher reserves the right to remove content from this title at any time if subsequent rights restrictions require it. For valuable information on pricing, previous editions, changes to current editions, and alternate formats, please visit www.cengage.com/highered to search by ISBN#, author, title, or keyword for materials in your areas of interest.
    c 2012, 2007 Cengage Learning ALL RIGHTS RESERVED. No part of this work covered by the copyright herein may be reproduced, transmitted, stored, or used in any form or by any means graphic, electronic, or mechanical, including but not limited to photocopying, recording, scanning, digitizing, taping, web distribution, information networks, or information storage and retrieval systems, except as permitted under Section 107 or 108 of the 1976 United States Copyright Act, without the prior written permission of the publisher. For product information and technology assistance, contact us at Cengage Learning Customer & Sales Support, 1-800-354-9706. For permission to use material from this text or product, submit all requests online at www.cengage.com/permissions. Further permissions questions can be emailed to permissionrequest@cengage.com. Library of Congress Control Number: 2010941462 ISBN-13: 978-1-111-42737-5 ISBN-10: 1-111-42737-2 Cengage Learning 200 First Stamford Place, Suite 400 Stamford, CT 06902 USA Cengage Learning is a leading provider of customized learning solutions with office locations around the globe, including Singapore, the United Kingdom, Australia, Mexico, Brazil, and Japan. Locate your local office at: international.cengage.com/region. Cengage Learning products are represented in Canada by Nelson Education Ltd. For your course and learning solutions, visit www.cengage.com/engineering. Purchase any of our products at your local college store or at our preferred online store www.cengagebrain.com. MATLAB is a registered trademark of The MathWorks, 3 Apple Hill Drive, Natick, MA. Digital Signal Processing Using MATLAB®, Third Edition Vinay K. Ingle and John G. Proakis Publisher, Global Engineering: Christopher M. Shortt Acquisitions Editor: Swati Meherishi Assistant Developmental Editor: Debarati Roy Editorial Assistant: Tanya Altieri Team Assistant: Carly Rizzo Marketing Manager: Lauren Betsos Media Editor: Chris Valentine Content Project Manager: Jennifer Ziegler Production Service: RPK Editorial Services Copyeditor: Fred Dahl Proofreader: Martha McMaster Indexer: Shelly Gerger-Knechtl Compositor: Glyph International Senior Art Director: Michelle Kunkler Internal Designer: Carmela Periera Cover Designer: Andrew Adams Cover Image: c Marilyn Volan/Shutterstock Rights Acquisitions Specialist: Deanna Ettinger Text and Image Permissions Researcher: Kristiina Paul First Print Buyer: Arethea L. Thomas Printed in the United States of America 1 2 3 4 5 6 7 13 12 11 10
    Contents PREFACE xi 1 INTRODUCTION 1 1.1 Overview of Digital Signal Processing 2 1.2 A Brief Introduction to MATLAB 5 1.3 Applications of Digital Signal Processing 17 1.4 Brief Overview of the Book 20 2 DISCRETE-TIME SIGNALS AND SYSTEMS 22 2.1 Discrete-time Signals 22 2.2 Discrete Systems 36 2.3 Convolution 40 2.4 Difference Equations 47 2.5 Problems 53 v
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