An Introduction to Statistical Signal Processing

By: Robert Gray, Lee D. Davisson, Lee Davisson

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Hardcover | 30 December 2004

At a Glance

Hardcover
478 Pages

Dimensions(cm)
25.4 x 17.78 x 2.69

Hardcover

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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.

Industry Reviews

"One of the book's strengths is its thematic focus, guiding the reader on a straight road to mean squared calculus. The authors are careful in not assuming prior knowledge of probability theory or even measure theory, and the text connects readily to undergraduate courses on elementary probability and linear systems. The writing itself is carved in a sequential and elaborate style following the credo of linear development of material. Emphasizing intuitive arguments, the text provides helpful discussions of notions and basic concepts. A wealth of problem questions are proposed." - Journal of the American Statistical Association.

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You Can Find This Book In

Non-Fiction Computing & I.T.Computer Science Digital Signal Processing (DSP)Engineering & Technology Electronics & Communications Engineering Communications Engineering & Telecommunications Energy Technology & Engineering Electrical Engineering Technology in General Engineering in General Reference, Information & Interdisciplinary Subjects

Research & Information Information theory Image Processing Graphical & Digital Media Applications Digital Animation

Preface
Introduction
Probability
Random objects
Expectation and averages
Second-order theory
A menagerie of processes
Appendices
Table of Contents provided by Publisher. All Rights Reserved.

An Introduction to Statistical Signal Processing

At a Glance

Hardcover

Industry Reviews

Shipping

How to return your order

Defective items

You Can Find This Book In

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