Probability and Random Processes - With Applications to Signal Processing and Communications

Zusammenfassung Presents the foundational concepts with specific applications to signal processing and communications. This book is aimed at graduate students as well as practicing engineers! and includes chapters on narrowband random processes and simulation techniques. The appendices cover such areas as linear algebra! set theory! random variables! and more.

List 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
Appendices

Report

"...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

Product details

• Authors: Donald Childers, Donald (University of Florida Childers, Donald G. Childers, Childers Donald, Scott Miller, Scott (Texas A & M University) Miller, Scott Childers Miller, Scott L. Miller, Miller Scott
• Publisher: ELSEVIER SCIENCE BV
• Languages: English
• Product format: Hardback
• Released: 01.01.2008
• EAN: 9780121726515
• ISBN: 978-0-12-172651-5
• No. of pages: 552
• Subjects: Natural sciences, medicine, IT, technology > Mathematics > Probability theory, stochastic theory, mathematical statistics; Signal Processing, Probability & statistics, Maths for engineers, Communications engineering / telecommunications, Probability and statistics, Digital signal processing (DSP)