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Paperback A Rapid Introduction to Adaptive Filtering Book

ISBN: 364230298X

ISBN13: 9783642302985

A Rapid Introduction to Adaptive Filtering

(Part of the SpringerBriefs in Electrical and Computer Engineering Series)

In this book, the authors provide insights into the basics of adaptive filtering, which are particularly useful for students taking their first steps into this field. They start by studying the problem of minimum mean-square-error filtering, i.e., Wiener filtering. Then, they analyze iterative methods for solving the optimization problem, e.g., the Method of Steepest Descent. By proposing stochastic approximations, several basic adaptive algorithms...

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