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An introduction to statistical signal processing

An introduction to statistical signal processing

Robert M. Gray, Lee D. Davisson
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"This book describes the essential tools and techniques of statistical signal processing. At every stage theoretical ideas are linked to specific applications in communications and signal processing using a range of carefully chosen examples. The book begins with a development of basic probability, random objects, expectation, and second order moment theory followed by a wide variety of examples of the most popular random process models and their basic uses and properties. Specific applications to the analysis of random signals and systems for communicating, estimating, detecting, modulating, and other processing of signals are interspersed throughout the book.

Hundreds of homework problems are included and the book is ideal for graduate students of electrical engineering and applied mathematics. It is also a useful reference for researchers in signal processing and communications."--BOOK JACKET. 
1. Introduction --
2. Probability --
3. Random variables, vectors, and processes --
4. Expectation and averages --
5. Second-order theory --
6. A menagerie of processes

种类:
年:
2004
出版社:
Cambridge University Press
语言:
english
页:
475
ISBN 10:
0521838606
ISBN 13:
9780521838603
文件:
PDF, 3.21 MB
IPFS:
CID , CID Blake2b
english, 2004
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