Probability And Random Processes: With Applications To Signal Processing And Communications by Scott MillerProbability And Random Processes: With Applications To Signal Processing And Communications by Scott Miller

Probability And Random Processes: With Applications To Signal Processing And Communications

byScott Miller, Donald Childers

Paperback | October 30, 2018

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Probability and Random Processes, Second Editionpresents pertinent applications to signal processing and communications, two areas of key interest to students and professionals in today's booming communications industry. The book includes unique chapters on narrowband random processes and simulation techniques. It also describes applications in digital communications, information theory, coding theory, image processing, speech analysis, synthesis and recognition, and others.

Exceptional exposition and numerous worked out problems make this 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. It introduces the reader to the basics of probability theory and explores topics ranging from random variables, distributions and density functions to operations on a single random variable. There are also discussions on pairs of random variables; multiple random variables; random sequences and series; random processes in linear systems; Markov processes; and power spectral density.

This book is intended for practicing engineers and students in graduate-level courses in the topic.



  • 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

Details & Specs

Title:Probability And Random Processes: With Applications To Signal Processing And CommunicationsFormat:PaperbackDimensions:522 pages, 8.75 × 6.35 × 0.68 inPublished:October 30, 2018Publisher:Academic PressLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:0128102454

ISBN - 13:9780128102459

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Extra Content

Table of Contents

1. Introduction
2. Introduction to Probability Theory
3. Random Variables, Distributions and Density Functions
4. Operations on a Single Random Variable
5. Pairs of Random Variables
6. Multiple Random Variables
7. Random Sequences and Series
8. Random Processes
9. Markov Processes
10. Power Spectral Density
11. Random Processes in Linear Systems
12. Simulation Techniques