Monson H. Hayes Professor of Electrical and Computer Engineering Georgia Institute of Technology
SCHAUM'S OUTLINE SERIES
Start of Citation[PU]McGraw Hill[/PU][DP]1999[/DP]End of Citation
MONSON H. HAYES is a Professor of Electrical and Computer Engineering at the Georgia Institute of Technology in Atlanta, Georgia.He received his B.A. degree in Physics from the University of California, Berkeley, and his M.S.E.E. and Sc.D. degrees in Electrical Engineering and Computer Science from M.I.T. His research interests are in digital signal processing with applications in image and video processing. He has contributed more than 100 articles to journals and conference proceedings, and is the author of the textbookStatistical Digital Signal Processing and Modeling, John Wiley & Sons, 1996. He received the IEEE Senior Award for the author of a paper of exceptional merit from the ASSP Society of the IEEE in 1983, the Presidential Young Investigator Award in 1984, and was elected to the grade of Fellow of the IEEE in 1992 for his "contributions to signal modeling including the development of algorithms forsignal restoration from Fourier transform phase or magnitude." Schaum's Outline of Theory and Problems of DIGITAL SIGNAL PROCESSING Copyright © 1999 by The McGraw-Hill Companies, Inc. All rights reserved. Printed in the United States of America. Except as permitted under the Copyright Act of 1976, no part of this publication may be reproduced or distributed in any forms or by any means, or stored in adata base or retrieval system, without the prior written permission of the publisher. 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 PRS PRS 9 0 2 10 9 ISBN 0–07–027389–8 Sponsoring Editor: Barbara Gilson Production Supervisor: Pamela Pelton Editing Supervisor: Maureen B. Walker Library of Congress Cataloging-in-Publication Data Hayes, M. H. (Monson H.), date. Schaum's outline of theory andproblems of digital signal processing / Monson H. Hayes. p. cm. — (Schaum's outline series) Includes index. ISBN 0–07–027389–8 1. Signal processing—Digital techniques—Problems, exercises, etc. 2. Signal processing—Digital techniques—Outlines, syllabi, etc. I. Title. II. Title: Theory and problems of digital signal processing. TK5102.H39 1999 621.382'2—dc21 98–43324 CIP
Start of Citation[PU]McGrawHill[/PU][DP]1999[/DP]End of Citation
Digital signal processing (DSP) is concerned with the representation of signals in digital form, and with the processing of these signals and the information that they carry. Although DSP, as we know it today, began to flourish in the 1960's, some of the important and powerful processing techniques that are in use today may be tracedback to numerical algorithms that were proposed and studied centuries ago. Since the early 1970's, when the first DSP chips were introduced, the field of digital signal processing has evolved dramatically. With a tremendously rapid increase in the speed of DSP processors, along with a corresponding increase in their sophistication and computational power, digital signal processing has become anintegral part of many commercial products and applications, and is becoming a commonplace term. This book is concerned with the fundamentals of digital signal processing, and there are two ways that the reader may use this book to learn about DSP. First, it may be used as a supplement to any one of a number of excellent DSP textbooks by providing the reader with a rich source of worked problems andexamples. Alternatively, it may be used as a self-study guide to DSP, using the method of learning by example. With either approach, this book has been written with the goal of providing the reader with a broad range of problems having different levels of difficulty. In addition to problems that may be considered drill, the reader will find more challenging problems that require some creativity...