A Fast Frequency-Domain Algorithm for Equalizing Acoustic Impulse Responses

被引：2

作者：

Rashobh, Rajan S. ^{[1
]}

Khong, Andy W. H. ^{[1
]}

机构：

[1] Nanyang Technol Univ, Inst Media Innovat, BeingThere Ctr, Singapore 637553, Singapore

来源：

IEEE SIGNAL PROCESSING LETTERS | 2012年 / 19卷 / 12期

基金：

新加坡国家研究基金会;

关键词：

Adaptive algorithm; frequency domain; multichannel equalization; reverberation; ROOM ACOUSTICS; MULTICHANNEL; EQUALIZATION; SYSTEMS;

D O I：

10.1109/LSP.2012.2221702

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

The multiple-input/output inverse theorem (MINT) algorithm for multichannel equalization is computationally demanding. Although adaptive MINT reduces the computational complexity, it suffers from slow convergence. In this letter, we propose a low-complexity fast-converging adaptive algorithm for multichannel equalization. The novelty of the approach lies in the adaptive equalization for each frequency bin and its ability to achieve fast convergence in a single step. The proposed algorithm can achieve better equalization of high-order acoustic impulse responses with significant reduction in complexity.

引用

页码：797 / 800

页数：4

共 14 条

[1]

[Anonymous], P INT WORKSH AC ECH

[2] Equalization of Multichannel Acoustic Systems in Oversampled Subbands [J].

Gaubitch, Nikolay D. ;

Naylor, Patrick A. .

IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2009, 17 (06) :1061-1070

[3]

Golub G. H., 1996, MATRIX COMPUTATIONS

[4]

Hasan M. K., 2005, P EUR SIGN PROC C SE

[5]

Haykin SS., 2002, ADAPTIVE FILTER THEO, V4

[6] A class of frequency-domain adaptive approaches to blind multichannel identification [J].

Huang, YT ;

Benesty, J .

IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2003, 51 (01) :11-24

[7] Fast deconvolution of multichannel systems using regularization (Reprinted from IEICE Transactions on Fundamentals of Electronics, Communications, and Computer Sciences, vol E80-A, pg 809-820, 1997) [J].

Kirkeby, O ;

Nelson, PA ;

Hamada, H ;

Orduna-Bustamante, F .

IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 1998, 6 (02) :189-194

[8] Adaptive Channel Equalization of Room Acoustics Exploiting Sparseness Constraint [J].

Liao, Lei ;

Khong, Andy W. H. .

IEEE SIGNAL PROCESSING LETTERS, 2011, 18 (04) :275-278

[9] INVERSE FILTERING OF ROOM ACOUSTICS [J].

MIYOSHI, M ;

KANEDA, Y .

IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1988, 36 (02) :145-152

[10] On the evaluation of estimated impulse responses [J].

Morgan, DR ;

Benesty, J ;

Sondhi, MM .

IEEE SIGNAL PROCESSING LETTERS, 1998, 5 (07) :174-176

← 1 2 →