This book provides anyone needing a primer on random signals and processes with a highly accessible introduction to these topics. It assumes a minimal amount of mathematical background and focuses on concepts, related terms and interesting applications to a variety of fields. All of this is motivated by numerous examples implemented with MATLAB, as well as a variety of exercises at the end of each chapter.
Author(s): Gordana Jovanovic Dolecek (auth.)
Edition: 1
Publisher: Springer-Verlag New York
Year: 2013
Language: English
Pages: 530
Tags: Signal, Image and Speech Processing; Circuits and Systems
Front Matter....Pages i-xviii
Introduction to Sample Space and Probability....Pages 1-28
Random Variable....Pages 29-153
Multidimensional Random Variables....Pages 155-226
Normal Random Variable....Pages 227-295
Other Important Random Variables....Pages 297-369
Random Processes....Pages 371-446
Spectral Characteristics of Random Processes....Pages 447-507
Back Matter....Pages 509-528