Compensation of loudspeaker nonlinearity in acoustic echo cancellation using raised-cosine function

被引:36
作者
Dai, Hongyun [1 ]
Zhu, Wei-Ping
机构
[1] SAP China, Shanghai 200003, Peoples R China
[2] Concordia Univ, Dept Elect & Comp Engn, Ctr Signal Proc & Commun, Montreal, PQ H3G 1M8, Canada
关键词
acoustic echo cancellation (AEC); adaptive filters; nonlinearity compensation; raised-cosine function;
D O I
10.1109/TCSII.2006.882344
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 nonlinearity of a power amplifier or loudspeaker in a large-signal situation gives rise to a nonlinear distortion of acoustic signal. A conventional acoustic echo canceller using linear adaptive filters is not able to eliminate the nonlinear echo component. In this brief, a novel nonlinear echo cancellation technique is presented by using a nonlinear transformation in conjunction with a conventional linear adaptive filter. The nonlinear transformation is derived from a raised-cosine function and is exploited to compensate for the nonlinearity of a loudspeaker. The transformation parameters are updated using the normalized least mean square algorithm according to the unknown nonlinear characteristic of the loudspeaker. Computer simulations show that the proposed method yields, in general, a satisfactory cancellation performance while having a very low computational complexity.
引用
收藏
页码:1190 / 1194
页数:5
相关论文
共 13 条
  • [1] Acoustic echo cancellation and doubletalk detection using estimated loudspeaker impulse responses
    Åhgren, P
    [J]. IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 2005, 13 (06): : 1231 - 1237
  • [2] Acoustic echo control -: An application of very-high-order adaptive filters
    Breining, C
    Dreiseitel, P
    Hänsler, E
    Mader, A
    Nitsch, B
    Puder, H
    Schertler, T
    Schmidt, G
    Tilp, J
    [J]. IEEE SIGNAL PROCESSING MAGAZINE, 1999, 16 (04) : 42 - 69
  • [3] Costa JP, 2003, 2003 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL V, PROCEEDINGS, P389
  • [4] Nonlinear acoustic echo cancellation based on Volterra filters
    Guérin, A
    Faucon, G
    Le Bouquin-Jeannés, R
    [J]. IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 2003, 11 (06): : 672 - 683
  • [5] Haykin S., 2002, ADAPTIVE FILTER THEO
  • [6] Partitioned block frequency-domain adaptive second-order volterra filter
    Kuech, F
    Kellermann, W
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2005, 53 (02) : 564 - 575
  • [7] KUECH F, 2005, P IEEE ICASSP PHIL P, V3, P105
  • [8] NOLLET BS, 1997, P NSIP MACK ISL MI S
  • [9] Parallel-cascade realizations and approximations of truncated Volterra systems
    Panicker, TM
    Mathews, VJ
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1998, 46 (10) : 2829 - 2832
  • [10] Proakis J., 1995, DIGITAL COMMUNICATIO