A new adaptive filtering algorithm for stereophonic acoustic echo cancellation

被引:12
|
作者
Messini, Merouane [1 ]
Djendi, Mohamed [1 ]
机构
[1] Univ Blida 1, Signal Proc & Image Lab LATSI, BP 270, Blida 09000, Algeria
关键词
Stereophonic acoustic echo cancellation (SAEC); Adaptive filter; SFNLMS; SNLMS; Coherence reduction; Mean square error (MSE) evaluation;
D O I
10.1016/j.apacoust.2018.11.033
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
This paper addresses the stereophonic acoustic echo cancelation (SAEC) problem in teleconferencing system by adaptive filtering algorithm. We propose a new stereophonic version of the fast normalized least mean square (FNLMS) algorithm. The proposed algorithm is an extended version of the FNLMS algorithm to the stereophonic case with important improvement of the prediction part that becomes stable in the stereophonic case. The basic idea behind the proposed stereophonic fast normalized least mean square (SFNLMS) algorithm is the normalization of the predictor parameter by the inputs variance for each channel. Simulation results of a comparison between the proposed SFNLMS algorithm and the classical SNLMS version in term of convergence speed and stability are presented. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:345 / 354
页数:10
相关论文
共 50 条
  • [1] A new robust gradient lattice ladder adaptive filtering algorithm for stereophonic acoustic echo cancellation
    Zhou, Yi
    Zheng, Chengshi
    Li, Xiaodong
    Shengxue Xuebao/Acta Acustica, 2010, 35 (02): : 223 - 229
  • [2] A new fast Newton-type adaptive filtering algorithm for stereophonic acoustic echo cancellation (SAEC)
    Djendi, Mohamed
    Guessoum, Abderrezak
    INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2010, 24 (06) : 435 - 444
  • [3] An efficient stabilized fast Newton adaptive filtering algorithm for stereophonic acoustic echo cancellation SAEC
    Djendi, Mohamed
    COMPUTERS & ELECTRICAL ENGINEERING, 2012, 38 (04) : 938 - 952
  • [4] Stereophonic acoustic echo cancellation and two-channel adaptive filtering:: an overview
    Gänsler, T
    Benesty, J
    INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2000, 14 (06) : 565 - 586
  • [5] A CLIPPING-BASED ADAPTIVE FILTERING APPROACH FOR STEREOPHONIC ACOUSTIC ECHO CANCELLATION
    Bekrani, Mehdi
    Khong, Andy W. H.
    Lotfizad, Mojtaba
    2010 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2010, : 337 - 340
  • [6] Performance analysis of under-modelling stereophonic acoustic echo cancellation by adaptive filtering LMS algorithm
    Djendi, Mohamed
    Bounif, Aouda
    COMPUTERS & ELECTRICAL ENGINEERING, 2012, 38 (06) : 1579 - 1594
  • [7] A Modified Wavelet-domain Adaptive Filtering Algorithm for Stereophonic Acoustic Echo Cancellation in the Teleconferencing Application
    Bekrani, M.
    Lotfizad, M.
    2008 INTERNATIONAL SYMPOSIUM ON TELECOMMUNICATIONS, VOLS 1 AND 2, 2008, : 548 - 554
  • [8] A new adaptive algorithm for stereophonic acoustic echo canceller
    Jung, YW
    Lee, JH
    Park, YC
    Youn, DH
    2000 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS, VOLS I-VI, 2000, : 801 - 804
  • [9] A family of split kernel adaptive filtering algorithms for nonlinear stereophonic acoustic echo cancellation
    Burra, Srikanth
    Sankar, Sanjana
    Kar, Asutosh
    Ostergaard, Jan
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2022, 14 (8) : 9907 - 9924
  • [10] An Efficient Quasi LMS/Newton Adaptive Algorithm for Stereophonic Acoustic Echo Cancellation
    Bekrani, Mehdi
    Lotfizad, Mojtaba
    Khong, Andy W. H.
    PROCEEDINGS OF THE 2010 IEEE ASIA PACIFIC CONFERENCE ON CIRCUIT AND SYSTEM (APCCAS), 2010, : 684 - 687