Probability, Random Variables, and Random Signal Principles Book

1 Probability

2 The Random Variable

3 Operations on one Random Variable--Expectation

4 Multiple Random Variables

5 Operations of Multiple Random Variables

6 Random Processes-Temporal Characteristics

7 Random Processes-Spectral Characteristics

8 Linear Systems with Random Inputs

9 Optimum Linear Systems

10 Some Practical Applications of the Theory
Appendix A Review of the Impulse Function
Appendix B Gaussian Distribution Function
Appendix C Useful Mathematical Quantities
Appendix D Review of Fourier Transforms
Appendix E Table of Useful Fourier Transforms
Appendix F Some Probability Densities and Distributions
Appendix G Some Mathematical Topics of Interest