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

Book Description
The authors in this book 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.

Table of Contents
Introduction to Probability Theory
Random Variables, Distributions, and Density Functions
Operations on a Single Random Variable
Pairs of Random Variables
Multiple Random Variables
Random Sums and Sequences
Random Processes
Markov Processes
Power Spectral Density
Random Processes in Linear Systems
Simulation Techniques

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