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portada Probability and Random Processes
Type
Physical Book
Publisher
Author
Year
2012
Language
English
Pages
522
Format
Hardcover
ISBN
123869811
ISBN13
9780123869814
Edition No.
2
Categories

Probability and Random Processes

Scott Miller; Donald Childers (Author) · Academic Press · Hardcover

Probability and Random Processes - Scott Miller; Donald Childers

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Synopsis "Probability and Random Processes "

Probability and Random Processes, Second Edition presents pertinent applications to signal processing and communications, two areas of key interest to students and professionals in today's booming communications industry. The book includes unique chapters on narrowband random processes and simulation techniques. It also describes applications in digital communications, information theory, coding theory, image processing, speech analysis, synthesis and recognition, and others. Exceptional exposition and numerous worked out problems make this book extremely readable and accessible. The authors connect the applications discussed in class to the textbook. The new edition contains more real world signal processing and communications applications. It introduces the reader to the basics of probability theory and explores topics ranging from random variables, distributions and density functions to operations on a single random variable. There are also discussions on pairs of random variables; multiple random variables; random sequences and series; random processes in linear systems; Markov processes; and power spectral density. This book is intended for practicing engineers and students in graduate-level courses in the topic.Exceptional exposition and numerous worked out problems make the book extremely readable and accessibleThe authors connect the applications discussed in class to the textbookThe new edition contains more real world signal processing and communications applicationsIncludes an entire chapter devoted to simulation techniques

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