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Probability and Random Processes : With Applications to Signal Processing and Communications - Donald Childers

Probability and Random Processes

With Applications to Signal Processing and Communications

Hardcover Published: 23rd September 2004
ISBN: 9780121726515
Number Of Pages: 552

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Miller and Childers have focused on creating a clear presentation of foundational concepts with specific applications to signal processing and communications, clearly the two areas of most interest to students and instructors in this course. It is aimed at graduate students as well as practicing engineers, and includes unique chapters on narrowband random processes and simulation techniques.
The appendices provide a refresher in such areas as linear algebra, set theory, random variables, and more. Probability and Random Processes also includes applications in digital communications, information theory, coding theory, image processing, speech analysis, synthesis and recognition, and other fields.
* Exceptional exposition and numerous worked out problems make the book extremely readable and accessible
* The authors connect the applications discussed in class to the textbook
* The new edition contains more real world signal processing and communications applications
* Includes an entire chapter devoted to simulation techniques

"...primarily focused toward undergraduate students in areas of electrical and computer engineering...the book is very well written and wasy to read and follow." -Ali Esmaili, in TECHNOMETRICS, VOL. 47, 2005 "...very well written...I think this is a highly valuable textbook that is very recommendable for students, researchers as well as practitioners interested in signal processing and communications." - Stefan Reh, Carnegie Mellon University "...it is well written, providing the intended readership with tools and methods to study and solve problems concerning random signals and systems." -Evelyn Buckwar, Zentralblatt MATH Berlin

Preface
Introduction
Introduction to Probability Theory
Random Variables, Distributions and Density Functions
Operations on a Single Random Variable
Pairs of Random Variables
Multiple Random Variables
Random Sequences and Series
Random Processes
Markov Processes
Power Spectral Density
Random Processes in Linear Systems
Simulation Techniques Appendices
Table of Contents provided by Publisher. All Rights Reserved.

ISBN: 9780121726515
ISBN-10: 0121726517
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 552
Published: 23rd September 2004
Publisher: Elsevier Science Publishing Co Inc
Country of Publication: US
Dimensions (cm): 23.5 x 19.1  x 2.54
Weight (kg): 1.01
Edition Number: 2
Edition Type: Revised