Probablity and Random Processes

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.

Inhalt
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