文档介绍：MULTIRATE STATISTICAL SIGNAL PROCESSING
Omid S. Jahromi
Multirate Statistical Signal
Processing
A . Catalogue record for this book is available from the Library of Congress.
ISBN-10 1-4020-5316-9 (HB)
ISBN-13 978-1-4020-5316-0 (HB)
ISBN-10 1-4020-5317-7 (e-book)
ISBN-13 978-1-4020-5317-7 (e-book)
Published by Springer,
. Box 17, 3300 AA Dordrecht, herlands.
Printed on acid-free paper
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“If you want to build a ship don’t herd people together to collect wood
and don’t assign them tasks and work, but rather teach them to long
for the endless immensity of the sea.”
The Little Prince by Antoine de Saint-Exupry, 1943
Preface
The field of multirate signal processing has witnessed a great deal of progress
and an increasingly wide range of applications since the publication of the
first textbook by Crochiere and Rabiner (1983). However, this progress has
been mainly in the area of deterministic systems with emphasis on perfect-
reconstruction and/or orthogonal systems.
This book introduces a statistical theory for extracting information from
signals that have different sampling rates. This new theory generalizes the
conventional (deterministic) theory of multirate systems beyond many of its
constraints. Furthermore, it allows for the formulation of several new problems
such as spectrum estimation, time-delay estimation and sensor fusion in the
realm of multirate signal processing.
I have arrived at the theory presented here by integrating concepts from
diverse areas such as information theory, inve