Improving Tracking Performance of FxLMS Algorithm Based Active Noise Control Systems

被引:0
|
作者
Babu, P. [1 ]
Krishnan, A. [2 ]
机构
[1] KS Rangasamy Coll Technol, ECE, Tiruchengode, Tamil Nadu, India
[2] KSR Coll Engn, Tiruchengode, Tamilnadu, India
关键词
active noise control; FxLMS algorithm; wavelet transform; soft threshold; dynamic step size;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Several approaches have been introduced in literature for active noise control (ANC) systems. Since FxLMS algorithm appears to be the best choice as a controller filter, researchers tend to improve performance of ANC systems by enhancing and modifying this algorithm. In this paper, the existing FxLMS algorithm is modified which provides a new structure for improving the tracking performance and convergence rate. The secondary signal y (n) is thresholded by Wavelet transform to improve tracking. The convergence rate is improved dynamically by varying the step size of the error signal.
引用
收藏
页码:11 / +
页数:3
相关论文
共 50 条
  • [1] Improving performance of FxLMS algorithm for active noise control of impulsive noise
    Akhtar, Muhammad Tahir
    Mitsuhashi, Wataru
    [J]. JOURNAL OF SOUND AND VIBRATION, 2009, 327 (3-5) : 647 - 656
  • [2] Performance analysis of the unconstrained FxLMS algorithm for active noise control
    Gong, Y
    Song, Y
    Liu, SJ
    [J]. 2003 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL V, PROCEEDINGS: SENSOR ARRAY & MULTICHANNEL SIGNAL PROCESSING AUDIO AND ELECTROACOUSTICS MULTIMEDIA SIGNAL PROCESSING, 2003, : 569 - 572
  • [3] Nonlinear FXLMS algorithm for active noise control systems with saturation nonlinearity
    Sahib, Mouayad A.
    Kamil, Raja
    Marhaban, Mohammad H.
    [J]. IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2012, 7 (06) : 598 - 606
  • [4] An Intermittent FxLMS Algorithm for Active Noise Control Systems With Saturation Nonlinearity
    Tian, Xing
    Huang, Jie
    Feng, Xuelei
    Shen, Yong
    [J]. IEEE/ACM Transactions on Audio Speech and Language Processing, 2022, 30 : 2347 - 2356
  • [5] An Intermittent FxLMS Algorithm for Active Noise Control Systems With Saturation Nonlinearity
    Tian, Xing
    Huang, Jie
    Feng, Xuelei
    Shen, Yong
    [J]. IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2022, 30 : 2347 - 2356
  • [6] Distributed Active Noise Control Based on an Augmented Diffusion FxLMS Algorithm
    Li, Tianyou
    Lian, Siyuan
    Zhao, Sipei
    Lu, Jing
    Burnett, Ian S.
    [J]. IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2023, 31 : 1449 - 1463
  • [7] A weight-constrained FxLMS algorithm for feedforward active noise control systems
    Lan, H
    Zhang, M
    Ser, W
    [J]. IEEE SIGNAL PROCESSING LETTERS, 2002, 9 (01) : 1 - 4
  • [8] A Modified FXLMS Algorithm for Active Impulsive Noise Control
    Saravanan, V.
    Santhiyakumari, N.
    [J]. 2015 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE), 2015, : 222 - 226
  • [9] Active Noise Control System for Narrowband Noise Using FxLMS Algorithm
    Priya, E.
    Saravanan, V.
    Santhiyakumari, N.
    [J]. 2015 INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND SIGNAL PROCESSING (ICCSP), 2015, : 374 - 378
  • [10] Active Control of Engine Noise in Vehicle Based on FPSC-FxLMS Algorithm
    He Y.
    Jiang H.
    Zhang Z.
    Zhou T.
    [J]. Qiche Gongcheng/Automotive Engineering, 2022, 44 (06): : 919 - 928