Probability, random variables, and random signal principles /
[Book]
Peyton Z. Peebles, Jr.
4th ed.
New York, NY :
McGraw Hill,
2001.
xviii, 462 pages ;
25 cm.
McGraw-Hill series in electrical and computer engineering
Includes bibliographical references and index.
"This edition maintains the original level and intent of the book as well as its audience of seniors or first-year graduate students. However, many improvements have been made. These include: sampling theory for random processes and how sampling forms the basis for discrete-time random processes. Other new material for digital signal processing (DSP) topics and a summary of DSP systems is included; new examples and problems have been added based on the use of MATLAB software.
There are now 134 examples and nearly 900 homework problems; and other topics expanded or added include discussion of probability as a relative frequency, permutations, combinations, transformations of random variables, ergodicity of random processes, laws of large numbers, estimation, various inequalities, properties of impulses, and chapter-end summaries. This new material will prove most useful for students concerned with modern digital systems."--Jacket.