Random Signals Estimation and Identification Analysis and Applicatio

The techniques used for the extraction of information from received or ob­ served signals are applicable in many diverse areas such as radar, sonar, communications, geophysics, remote sensing, acoustics, meteorology, med­ ical imaging systems, and electro

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Nirode Mohanty The Aerospace Corporation Los Angeles, California

Van Nostrand Reinhold Electrical/Computer Science and Engineering Series

~ VAN NOSTRAND REINHOLD COMPANY '~

New York _ _ _ __

Copyright © 1986 by Van Nostrand Reinhold Company Inc. Softcover reprint of the hardcover I st edition 1986 Library of Congress Catalog Card Number: 85-12973

[SBN-13: 978-94-011-7043-7 001: 10.100/978-94-011-7041-3

e-ISBN-13: 978-94-011-7041-3

All rights reserved. No part of this work covered by the copyright hereon may

be reproduced or used in any form or by any means-graphic, electronic, or

mechanical, including photocopying, recording, taping, or information storage and retrieval systems-without permission of the publisher. Manufactured in the United States of America Published by Van Nostrand Reinhold Company Inc. 115 Fifth Avenue New York, New York 10003 Van Nostrand Reinhold Company Limited Molly Millars Lane Wokingham, Berkshire RG11 2PY, England Van Nostrand Reinhold 480 Latrobe Street Melbourne, Victoria 3000, Australia Macmillan of Canada Division of Gage Publishing Limited 164 Commander Boulevard Agincourt, Ontario MIS 3C7, Canada 15 14 13 1211 10 987654321

Library of Congress Cataloging in Publication Data Mohanty, Nirode. Random signals estimation and identification. (Van Nostrand Reinhold electrical/computer science and engineering series) Bibliography: p. Includes index. 1. Statistical communication theory. 2. Random noise theory. 3. Estimation theory. 1. Title. II. Series. TK5102.5.M64 1986 621.38'0436 85-12973

ISBN-13: 978-94-011-7043-7

To Dr. Richard Ernest Bellman, Professor of Mathematics, Electrical Engineering and Medicine University of Southern California

Van Nostrand Reinhold Electrical/Computer Science and Engineering Series Sanjit Mitra -Series Editor HANDBOOK OF ELECTRONIC DESIGN AND ANALYSIS PROCEDURES USING PROGRAMMABLE CALCULATORS, by Bruce K. Murdock COMPILER DESIGN AND CONSTRUCTION, by Arthur B. Pyster SINUSOIDAL ANALYSIS AND MODELING OF WEAKLY NONLINEAR CIRCUITS, by Donald D. Weiner and John F. Spina APPLIED MULTIDIMENSIONAL SYSTEMS THEORY, by N. K. Bose MICROWAVE SEMICONDUCTOR ENGINEERING, by Joseph F. White INTRODUCTION TO QUARTZ CRYSTAL UNIT DESIGN, by Virgil E. Bottom DIGITAL IMAGE PROCESSING, by William B. Green SOFTWARE TESTING TECHNIQUES, by Boris Beizer LIGHT TRANSMISSION OPTICS, Second edition, by Dietrich Marcuse REAL TIME COMPUTING, edited by Duncan Mellichamp HARDWARE AND SOFTWARE CONCEPTS IN VLSI, edited by Guy Rabbat MODELING AND IDENTIFICATION OF DYNAMIC SYSTEMS, by N. K. Sinha and B. Kuszta COMPUTER METHODS FOR CIRCUIT ANALYSIS AND DESIGN, by Jiri Vlach and

Kishore Singhal HANDBOOK OF SOFTWARE ENGINEERING, edited by C. R. Vick and C. V. Ramamoorthy SWITCHED CAPACITOR CIRCUITS, by Phillip E. Allen and Edgar SanchezSinencio SOFTWARE SYSTEM TESTING AND QUALITY ASSURANCE, by Boris Beizer MODERN DC-TO-DC SWITCHMODE POWER CONVERTER CIRCUITS, by Rudolf P. Severns and Gordon E. Bloom DIGITAL COMMUNICATIONS, by Israel Korn RANDOM SIGNALS ESTIMATION AND IDENTIFICATION, by