Probabilistic Methods of Signal and System Analysis – G. Cooper, C. McGillem – 3rd Edition

Probabilistic Methods of Analysis, 3/e stresses the applications of probability theory, presenting the material at a level and in a manner ideally suited to at the junior or senior level. It is also useful as a review for graduate and practicing engineers.

Thoroughly revised and updated, this third incorporates increased use of the computer in both text examples and selected . 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 have been modified or changed entirely, and a number of new have been added. A separate appendix discusses and illustrates the of computers to signal and analysis.

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 Systems to Random Inputs
9. Optimum Linear Systems

Appendices
A. Mathematical Tables
B. Frequently Encountered Probability Distributions
C. Binomial Coefficients
D. Normal Probability Distribution Function
The Q-Function
F. Student’s t Distribution Function
G. Computer Computations
H. Table of Correlation Function–Spectral Density Pairs
I. Contour Integration
Index

Title: Probabilistic Methods of Signal and System Analysis
Author: George R. Cooper / Clare D. McGillem
Edition: 3rd Edition
ISBN: 019569189X
Type: eBook
Language: English

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