Sparse Adaptive Filters for Echo Cancellation Paperback / softback
by Constantin Paleologu, Jacob Benesty, Silviu Ciochina
Part of the Synthesis Lectures on Speech and Audio Processing series
Paperback / softback
Description
Adaptive filters with a large number of coefficients are usually involved in both network and acoustic echo cancellation.
Consequently, it is important to improve the convergence rate and tracking of the conventional algorithms used for these applications.
This can be achieved by exploiting the sparseness character of the echo paths.
Identification of sparse impulse responses was addressed mainly in the last decade with the development of the so-called ``proportionate''-type algorithms.
The goal of this book is to present the most important sparse adaptive filters developed for echo cancellation.
Besides a comprehensive review of the basic proportionate-type algorithms, we also present some of the latest developments in the field and propose some new solutions for further performance improvement, e.g., variable step-size versions and novel proportionate-type affine projection algorithms.
An experimental study is also provided in order to compare many sparse adaptive filters in different echo cancellation scenarios.
Information
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Item not Available
- Format:Paperback / softback
- Pages:124 pages
- Publisher:Morgan & Claypool Publishers
- Publication Date:02/06/2010
- Category:
- ISBN:9781598293067
Other Formats
- PDF from £21.24
Information
-
Item not Available
- Format:Paperback / softback
- Pages:124 pages
- Publisher:Morgan & Claypool Publishers
- Publication Date:02/06/2010
- Category:
- ISBN:9781598293067
