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Engineering - Signals & Communication | Random Signals and Processes Primer with MATLAB

Random Signals and Processes Primer with MATLAB

Dolecek, Gordana Jovanovic

2013, XVIII, 530 p.

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  • 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, as well as a variety of exercises at the end of each chapter

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.

Content Level » Research

Keywords » Random Processes - Random Signals - Random Variables

Related subjects » Circuits & Systems - Signals & Communication

Table of contents 

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.

Distribution rights 

Distribution rights for India: Researchco Book Centre, New Delhi, India

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