عنوان

Sparse adaptive filters for echo cancellation /

(Number (ISBN

1598293060 (pbk.)

(Number (ISBN

9781598293067 (pbk.)

Number

b516820

Title Proper

Sparse adaptive filters for echo cancellation /

General Material Designation

[Book]

First Statement of Responsibility

Constantin Paleologu, Jacob Benesty, Silviu Ciochină

Place of Publication, Distribution, etc.

[San Rafael, Calif.] :

Name of Publisher, Distributor, etc.

Morgan & Claypool,

Date of Publication, Distribution, etc.

c2010

Specific Material Designation and Extent of Item

ix, 114 p. :

Other Physical Details

ill. ;

Dimensions

24 cm

Series Title

Synthesis lectures on speech and audio processing,

Volume Designation

lecture #6

ISSN of Series

1932-121X ;

Text of Note

Includes bibliographical references (p. 103-109) and index

Text of Note

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

Adaptive filters-- Mathematical models

Echo suppression (Telecommunication)-- Mathematical models

Number

Class number

Book number

Paleologu, Constantin

Benesty, Jacob

Ciochină, Silviu

Date of Transaction

20110915075330.0

Electronic name

[Book]

Y