Probability: Random Variables and Random Signal – Peyton Peebles – 4th Edition


The fourth edition of “Probability, Random Variables and Principles” continues the success of previous editions with its concise introduction to theory for the junior-senior level course in electrical engineering. The book offers a careful, logical organization which stresses fundamentals and includes almost 900 exercises and abundant practical applications for engineers to understand concepts.

The most important new material in this edition relates to discrete-time and sequences, and other topics in the general area of processing, such as the DT system.

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  • 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
  • Citation

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