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Theory of Affine Projection Algorithms for Adaptive Filtering (Mathematics for Industry)

Kazuhiko Ozeki




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 | #6169420 in Books |  2015-07-25 | Original language:English | PDF # 1 |  9.21 x.56 x6.14l,.0 | File type: PDF | 223 pages

||From the Back Cover||This book focuses on theoretical aspects of the affine projection algorithm (APA) for adaptive filtering. The APA is a natural generalization of the classical, normalized least-mean-squares (NLMS) algorithm. The book first explains how the A

This book focuses on theoretical aspects of the affine projection algorithm (APA) for adaptive filtering. The APA is a natural generalization of the classical, normalized least-mean-squares (NLMS) algorithm. The book first explains how the APA evolved from the NLMS algorithm, where an affine projection view is emphasized. By looking at those adaptation algorithms from such a geometrical point of view, we can find many of the important properties of the APA, e.g., the ...

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