An Introduction to Statistical Signal Processing

Robert M. Gray, Lee D. Davisson

ISBN 10: 0521131820 / ISBN 13: 9780521131827

Published by Cambridge University Press, GB, 2010

About this Item

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.

Seller Inventory # LU-9780521131827

Bibliographic Details

• Title: An Introduction to Statistical Signal Processing
• Publisher: Cambridge University Press, GB
• Publication Date: 2010
• Language: English
• ISBN 10: 0521131820
• ISBN 13: 9780521131827
• Binding: Paperback
• Condition: New
• Weight: 760 grams

About this title

Synopsis

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Book Description

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. 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.