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Probability and Random Processes

Probability and Random Processes

Scott Miller | Donald Childers | Donald Childers

(2004)

Additional Information

Abstract

Probability and Random Processes provides a clear presentation of foundational concepts with specific applications to signal processing and communications, clearly the two areas of most interest to students and instructors in this course.

It includes unique chapters on narrowband random processes and simulation techniques. It also includes applications in digital communications, information theory, coding theory, image processing, speech analysis, synthesis and recognition, and other fields. The appendices provide a refresher in such areas as linear algebra, set theory, random variables, and more. Exceptional exposition and numerous worked out problems make the book extremely readable and accessible.

It is meant for practicing engineers as well as graduate students.

  • Exceptional exposition and numerous worked out problems make the 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
  • Includes an entire chapter devoted to simulation techniques

"...very well written...very recommendable for students, researchers as well as practitioners interested in signal processing and communications."
- Stefan Reh, Carnegie Mellon University
"...it is well written, providing the intended readership with tools and methods to study and solve problems concerning random signals and systems."
-Evelyn Buckwar, Zentralblatt MATH Berlin