Probability and Random Processes – Scott L. Miller, Donald G. Childers – 1st Edition

Description

Probability and Random provides a clear presentation of foundational concepts with specific applications to signal and communications, clearly the two areas of most interest to and instructors in this course.

It includes unique chapters on narrowband random processes and techniques. It also includes applications in digital communications, information theory, coding theory, image processing, speech , synthesis and recognition, and other . The appendices provide a refresher in such areas as , set theory, random variables, and more. Exceptional exposition and numerous worked out problems make the book extremely readable and accessible.

It is meant for practicing engineers as well as graduate students.

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

Appendix A
Appendix B
Appendix C
Appendix D
Appendix E
Appendix F
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