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Random Signals and Processes Primer with MATLAB

by Dolecek, Gordana Jovanovic.
Authors: SpringerLink (Online service) Physical details: XVIII, 528 p. online resource. ISBN: 1461423864 Subject(s): Engineering. | Systems engineering. | Engineering. | Signal, Image and Speech Processing. | Circuits and Systems.
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Introduction to Sample Space and Probability -- Random Variable -- Multidimensional Random Variables -- Normal Random Variable -- Other Important Random Variables -- Random Processes -- Spectral Characteristics of Random Processes.

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.   Provides a highly accessible introduction to the concepts and key terms related to random variables and processes; Assumes minimal mathematical background and gives simple explanations of key terms such as density, distribution, mean value, variance, correlation, autocorrelation, ergodicity, etc; Includes many examples and applications implemented in MATLAB.

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