Proportionate-Type Normalized Least Mean Square Algorithms (BOK)

Kevin Wagner, Milos Doroslovacki

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Proportionate-type normalized least mean square (PtNLMS) offer low computational complexity and fast convergence times, for sparse impulse responses in network and acoustic echo cancellation applications. Introducing this important subject, this book then develops and analyzes these algorithms. It shows how new PtNLMS algorithms are developed by choosing gains that optimize user-defined criteria, such as mean square error, at all times. It also explains how PtNLMS algorithms are extended from real-valued signals to complex-valued signals. The computational complexity of the presented algorithms is examined.

Produktfakta

Språk Engelsk Engelsk Innbinding Innbundet
Utgitt 2013 Forfatter Kevin Wagner, Milos Doroslovacki
Forlag
WILEY ACADEMIC
ISBN 9781848214705
Antall sider 192 Dimensjoner 15,8cm x 24cm x 2,1cm
Vekt 444 gram Leverandør Bertram Trading Ltd
Emner og form Electronics & communications engineering