Statistical analysis of the FXLMS algorithm with a nonlinearity in the secondary-path

被引：0
|
作者：
Costa, MH [1 ]
Bermudez, JCM [1 ]
Bershad, NJ [1 ]
机构：
[1] Univ Catolica Pelotas, Biomed Instrumentat Grp, Pelotas, RS, Brazil
来源：
ISCAS '99: PROCEEDINGS OF THE 1999 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL 3: ANALOG AND DIGITAL SIGNAL PROCESSING | 1999年
关键词：
D O I：
暂无
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper presents a statistical analysis of the Filtered-X Least Mean Square (FXLMS) algorithm with a nonlinearity in the secondary path. The nonlinearity is a scaled error function and models the saturation behavior of the transducers and associated hardware. Deterministic nonlinear recursions are derived for the mean weight and mean square error (MSE) behavior for white gaussian inputs and slow adaptation. Monte Carlo simulations show excellent agreement with the behavior predicted by the theoretical models. The analytical results suggest small nonlinear effects have a significant impact on the converged MSE.
引用
收藏
页码：166 / 169
页数：4
相关论文
共 50 条
  • [31] A computationally efficient active sound quality control algorithm using local secondary-path estimation for vehicle interior noise
    Chen, Wan
    Lu, Chihua
    Liu, Zhien
    Williams, Huw
    Xie, Liping
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2022, 168
  • [32] A Robust Feedback Active Noise Control System With Online Secondary-Path Modeling
    Ma, Yaping
    Xiao, Yegui
    Huang, Boyan
    Bai, Tao
    Tan, Xinyu
    IEEE SIGNAL PROCESSING LETTERS, 2022, 29 : 1042 - 1046
  • [33] Modified-filtered-x LMS algorithm based active noise control systems with improved online secondary-path modeling
    Akhtar, MT
    Abe, M
    Kawamata, M
    2004 47TH MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL I, CONFERENCE PROCEEDINGS, 2004, : 13 - 16
  • [34] Efficient adaptive Volterra filters for active nonlinear noise control with a linear secondary-path
    Zhou, DY
    DeBrunner, VE
    2004 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL 3, PROCEEDINGS, 2004, : 297 - 300
  • [35] A novel cost-effective parallel narrowband ANC system with local secondary-path estimation
    Delega, Riccardo
    Bernasconi, Giancarlo
    Piroddi, Luigi
    JOURNAL OF SOUND AND VIBRATION, 2017, 401 : 311 - 325
  • [36] Concurrent Path Selection Algorithm in Statistical Timing Analysis
    Chung, Jaeyong
    Abraham, Jacob A.
    IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2013, 21 (09) : 1715 - 1726
  • [37] A robust feedforward hybrid active noise control system with online secondary-path modelling
    Ma, Yaping
    Xiao, Yegui
    Ma, Liying
    Khorasani, Khashayar
    IET SIGNAL PROCESSING, 2023, 17 (01)
  • [38] Performance analysis of the fxlms-based narrowband active noise control system with online secondary path modeling
    Xiao, Yegui
    Ma, Liying
    Khorasani, K.
    Ikuta, Akira
    2007 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL I, PTS 1-3, PROCEEDINGS, 2007, : 105 - 108
  • [39] An improved parallel narrowband active noise control system with local on-line secondary-path modeling equipped with frequency estimation algorithm
    Wang, Han
    Sun, Hongling
    Wu, Ming
    Guo, Jianfeng
    NOISE CONTROL ENGINEERING JOURNAL, 2022, 70 (05) : 472 - 483
  • [40] Two-stage active noise control with online secondary-path filter based on an adapted scheduled-stepsize NLMS algorithm
    Kim, Dong Woo
    Hur, JunWoong
    Park, PooGyeon
    APPLIED ACOUSTICS, 2020, 158
12345