This is a no-nonsense book that builds on the basics of digital signal processing and thoroughly prepares readers for advanced studies in adaptive filtering, speech processing, spectral analysis, array processing, and other application areas. It begins with a treatment of random processes in discrete time and proceeds to develop such fundamental topics as Wiener filtering, linear prediction, ARMA models, and subspace methods with a depth that is rare even in books more specifically devoted to these subjects. An introduction to methods of higher order moments is also provided. Specific additional features include the following: Motivating introductions and comprehensive summaries for each chapter. Large numbers of examples to illustrate application of the theory.
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Out of print. Charles W. Therrien, Naval Postgraduate School. If You're an Educator Download instructor resources Additional order info. If You're a Student Additional order info. Order Order. Sign In We're sorry! Username Password Forgot your username or password? Sign Up Already have an access code?
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ISBN 13: 9780138521127
Discrete Random Signals and Statistical Signal Processing