An Introduction to Statistical Signal Processing

An Introduction to Statistical Signal Processing

by Robert M. Gray, Lee D. Davisson
     
 

ISBN-10: 0521131820

ISBN-13: 9780521131827

Pub. Date: 02/18/2010

Publisher: Cambridge University Press

This volume 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. The book begins with an overview of basic probability, random objects, expectation, and second-order moment theory, followed by a wide variety of examples of the most…  See more details below

Overview

This volume 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. The book begins with an overview 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 text.

Product Details

ISBN-13:
9780521131827
Publisher:
Cambridge University Press
Publication date:
02/18/2010
Pages:
478
Product dimensions:
6.70(w) x 9.60(h) x 1.10(d)

Table of Contents

Preface; 1. Introduction; 2. Probability; 3. Random objects; 4. Expectation and averages; 5. Second-order theory; 6. A menagerie of processes; Appendices.

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