Proportionate-type Normalized Least Mean Square Algorithms book cover by Kevin Wagner, Milos Doroslovacki

Proportionate-type Normalized Least Mean Square Algorithms [9781848214705]

Name: Proportionate-type Normalized Least Mean Square Algorithms [9781848214705]
SKU: 9781848214705
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Author: Kevin Wagner Milos Doroslovacki

Hardcover

SKU: 9781848214705

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Hardcover

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Overview

The topic of this book is proportionate-type normalized least mean squares (PtNLMS) adaptive filtering algorithms, which attempt to estimate an unknown impulse response by adaptively giving gains proportionate to an estimate of the impulse response and the current measured error. These algorithms offer low computational complexity and fast convergence times for sparse impulse responses in network and acoustic echo cancellation applications.

New PtNLMS algorithms are developed by choosing gains that optimize user-defined criteria, such as mean square error, at all times. PtNLMS algorithms are extended from real-valued signals to complex-valued signals. The computational complexity of the presented algorithms is examined.

The book, Proportionate-type Normalized Least Mean Square Algorithms [Bulk, Wholesale, Quantity] ISBN#9781848214705 in Hardcover by Kevin Wagner, Milos Doroslovacki may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.

Details

Author:

Kevin Wagner Milos Doroslovacki

Format:

Hardcover

Publication Date:

07/10/2013

ISBN-13:

9781848214705

Pages:

192

Publisher:

Wiley

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