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Probability and Random Processes

Probability and Random Processes - 04 edition

ISBN13: 978-0121726515

Cover of Probability and Random Processes 04 (ISBN 978-0121726515)
ISBN13: 978-0121726515
ISBN10: 0121726517
Edition: 04
Copyright: 2004
Publisher: Elsevier Science
Published: 2004
International: No

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Probability and Random Processes - 04 edition

ISBN13: 978-0121726515

Scott Miller and Donald Childers

ISBN13: 978-0121726515
ISBN10: 0121726517
Edition: 04
Copyright: 2004
Publisher: Elsevier Science
Published: 2004
International: No
Summary

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.

Table of Contents

Preface

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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