Probabilistic Methods of Signal and System Analysis (The Oxford Series in Electrical and Computer Engineering)

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9780030706141: Probabilistic Methods of Signal and System Analysis (The Oxford Series in Electrical and Computer Engineering)

Probabilistic Methods of Signal and System Analysis, 3/e stresses the engineering applications of probability theory, presenting the material at a level and in a manner ideally suited to engineering students at the junior or senior level. It is also useful as a review for graduate students and practicing engineers.
Thoroughly revised and updated, this third edition incorporates increased use of the computer in both text examples and selected problems. It utilizes MATLAB as a computational tool and includes new sections relating to Bernoulli trials, correlation of data sets, smoothing of data, computer computation of correlation functions and spectral densities, and computer simulation of systems. All computer examples can be run using the Student Version of MATLAB. Almost all of the examples and many of the problems have been modified or changed entirely, and a number of new problems have been added. A separate appendix discusses and illustrates the application of computers to signal and system analysis.

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Product Description:

This guide to the probablistic methods of signal and system analysis includes an introduction to probability, random variables, elements of statistics, random processes, optimum linear systems, mathematical tables and frequently encountered probability distributions.

About the Author:

Clare D. McGillem, Purdue University.

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Cooper, George R.; McGillem, Clare D.
Published by Oxford University Press (1995)
ISBN 10: 0030706149 ISBN 13: 9780030706141
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Cooper, George R.; McGillem, Clare D.
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Cooper, George R.; McGillem, Clare D.
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Book Description Oxford University Press, 1995. Book Condition: New. Brand New, Unread Copy in Perfect Condition. A+ Customer Service! Summary: Preface. 1. Introduction to Probability 2. Random Variables 3. Several Random Variables 4. Elements of Statistics 5. Random Processes 6. Correlation Functions 7. Spectral Density 8. Response Of Linear Systems To Random Inputs 9. Optimum Linear Systems Appendix A. Mathematical Tables Appendix B. Frequently Encountered Probability Distributions Appendix C. Binomial Coefficients Appendix D. Normal Probability Distribution Function Appendix E. The Q-Function Appendix F. Student's t Distribution Function Appendix G. Computer Programs For Estimating Correlation Functions and Spectral Density Appendix H. Table of Correlation Function-Spectral Density Pairs Appendix I !c Contour Integration. Appendix J. Selected Answers. Bookseller Inventory # ABE_book_new_0030706149

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