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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.
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