A Kalman filter for stereophonic acoustic echo cancellation

Constantin Paleologu; Jacob Benesty; Steven L. Grant; Silviu Ciochina

doi:10.1109/ACSSC.2014.7094744

A Kalman filter for stereophonic acoustic echo cancellation

Constantin Paleologu
, Jacob Benesty
, Steven L. Grant
, Silviu Ciochina

Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

1 Citationer (Scopus)

Abstract

The stereophonic acoustic echo cancellation (SAEC) scheme was recently recast by using the widely linear (WL) model, i.e., as a single-input/single-output system with complex random variables. In this paper, we present a Kalman filter with individual control factors in the context of the WL model for SAEC. As a specific feature, this algorithm uses a different level of uncertainty for each coefficient of the filter. Simulation results indicate that the proposed algorithm outperforms the recursive least-squares (RLS) algorithm, which is usually considered as the benchmark for SAEC.

Originalsprog	Engelsk
Titel	Conference Record - Asilomar Conference on Signals, Systems and Computers
Antal sider	5
Vol/bind	2015-April
Forlag	IEEE (Institute of Electrical and Electronics Engineers)
Publikationsdato	24 apr. 2015
Sider	1639-1643
Artikelnummer	7094744
ISBN (Trykt)	9781479982974
DOI	https://doi.org/10.1109/ACSSC.2014.7094744
Status	Udgivet - 24 apr. 2015
Udgivet eksternt	Ja
Begivenhed	48th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015 - Pacific Grove, USA Varighed: 2 nov. 2014 → 5 nov. 2014

Konference

Konference	48th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015
Land/Område	USA
By	Pacific Grove
Periode	02/11/2014 → 05/11/2014

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10.1109/ACSSC.2014.7094744

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Citationsformater

@inproceedings{a9df6ee70a1c4b11afeb7516aed0fe6d,

title = "A Kalman filter for stereophonic acoustic echo cancellation",

abstract = "The stereophonic acoustic echo cancellation (SAEC) scheme was recently recast by using the widely linear (WL) model, i.e., as a single-input/single-output system with complex random variables. In this paper, we present a Kalman filter with individual control factors in the context of the WL model for SAEC. As a specific feature, this algorithm uses a different level of uncertainty for each coefficient of the filter. Simulation results indicate that the proposed algorithm outperforms the recursive least-squares (RLS) algorithm, which is usually considered as the benchmark for SAEC.",

author = "Constantin Paleologu and Jacob Benesty and Grant, \{Steven L.\} and Silviu Ciochina",

year = "2015",

month = apr,

day = "24",

doi = "10.1109/ACSSC.2014.7094744",

language = "English",

isbn = "9781479982974",

volume = "2015-April",

pages = "1639--1643",

booktitle = "Conference Record - Asilomar Conference on Signals, Systems and Computers",

publisher = "IEEE (Institute of Electrical and Electronics Engineers)",

address = "United States",

note = "48th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015 ; Conference date: 02-11-2014 Through 05-11-2014",

}

Paleologu, C, Benesty, J, Grant, SL & Ciochina, S 2015, A Kalman filter for stereophonic acoustic echo cancellation. i Conference Record - Asilomar Conference on Signals, Systems and Computers. bind 2015-April, 7094744, IEEE (Institute of Electrical and Electronics Engineers), s. 1639-1643, 48th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015, Pacific Grove, USA, 02/11/2014. https://doi.org/10.1109/ACSSC.2014.7094744

A Kalman filter for stereophonic acoustic echo cancellation. / Paleologu, Constantin; Benesty, Jacob; Grant, Steven L. et al.
Conference Record - Asilomar Conference on Signals, Systems and Computers. Bind 2015-April IEEE (Institute of Electrical and Electronics Engineers), 2015. s. 1639-1643 7094744.

Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

TY - GEN

T1 - A Kalman filter for stereophonic acoustic echo cancellation

AU - Paleologu, Constantin

AU - Benesty, Jacob

AU - Grant, Steven L.

AU - Ciochina, Silviu

PY - 2015/4/24

Y1 - 2015/4/24

N2 - The stereophonic acoustic echo cancellation (SAEC) scheme was recently recast by using the widely linear (WL) model, i.e., as a single-input/single-output system with complex random variables. In this paper, we present a Kalman filter with individual control factors in the context of the WL model for SAEC. As a specific feature, this algorithm uses a different level of uncertainty for each coefficient of the filter. Simulation results indicate that the proposed algorithm outperforms the recursive least-squares (RLS) algorithm, which is usually considered as the benchmark for SAEC.

AB - The stereophonic acoustic echo cancellation (SAEC) scheme was recently recast by using the widely linear (WL) model, i.e., as a single-input/single-output system with complex random variables. In this paper, we present a Kalman filter with individual control factors in the context of the WL model for SAEC. As a specific feature, this algorithm uses a different level of uncertainty for each coefficient of the filter. Simulation results indicate that the proposed algorithm outperforms the recursive least-squares (RLS) algorithm, which is usually considered as the benchmark for SAEC.

U2 - 10.1109/ACSSC.2014.7094744

DO - 10.1109/ACSSC.2014.7094744

M3 - Article in proceeding

SN - 9781479982974

VL - 2015-April

SP - 1639

EP - 1643

BT - Conference Record - Asilomar Conference on Signals, Systems and Computers

PB - IEEE (Institute of Electrical and Electronics Engineers)

T2 - 48th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015

Y2 - 2 November 2014 through 5 November 2014

ER -

A Kalman filter for stereophonic acoustic echo cancellation

Abstract

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