Active Control of SαS Impulsive Noise Based on a Sigmoid Transformation Algorithm

被引：0
|
作者：
Zhou, Yali [1 ,2 ]
Yin, Yixin [1 ]
Zhang, Qizhi [2 ]
机构：
[1] Univ Sci & Technol Beijing, Sch Automat, Beijing 100083, Peoples R China
[2] Beijing Informat Sci & Technol Univ, Sch Automat, Beijing, Peoples R China
来源：
PROCEEDINGS OF 2012 IEEE 11TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP) VOLS 1-3 | 2012年
关键词：
Active noise control; S alpha S impulsive noise; FXsigmoidLMS; Convergence;
D O I：
暂无
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：
In this paper, active control of symmetric alpha stable (S alpha S) distribution impulsive noise is studied. An algorithm based on minimizing the squared sigmoid transformation of error signal is proposed. The convergence condition of this algorithm is also analyzed. Computer simulations were carried out to validate the effectiveness of the proposed algorithm. The plant model used in the computer simulations is obtained from a practical active noise control (ANC) system in our laboratory. Simulation results show that the proposed scheme can significantly reduce S alpha S impulsive noise and the convergence rate is acceptable.
引用
收藏
页码：285 / +
页数：2
相关论文
共 50 条
  • [41] Fractional Lower Order Moment (FLOM)-Based Adaptive Algorithm with Data-Reusing for Active Noise Control of Impulsive Sources
    Akhtar, Muhammad Tahir
    2013 INTERNATIONAL CONFERENCE ON SIGNAL-IMAGE TECHNOLOGY & INTERNET-BASED SYSTEMS (SITIS), 2013, : 31 - 37
  • [42] A robust active noise control system with stepsize scaler in impulsive noise environments
    Kim, Dong Woo
    Lee, Minho
    Park, PooGyeon
    PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC), 2019, : 3358 - 3362
  • [43] Active Control of Road Noise in Vehicles Running on Impulsive Road
    Zhihao W.
    Zhongming X.
    Iheng X.
    Hucheng W.
    Jiacong H.
    Qiche Gongcheng/Automotive Engineering, 2023, 45 (01): : 119 - 127
  • [44] Active control of impulsive noise using a nonlinear companding function
    Tan, Li
    Jiang, Jean
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2015, 58-59 : 29 - 40
  • [45] A novel subband adaptive filter algorithm against impulsive noise and it's performance analysis
    Wen, Pengwei
    Zhang, Sheng
    Zhang, Jiashu
    SIGNAL PROCESSING, 2016, 127 : 282 - 287
  • [46] Nonlinear Active Noise Control Using Partial-Update Filtered-s LMS Algorithm
    Kurczyk, Sebastian
    Pawelczyk, Marek
    2015 20TH INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN AUTOMATION AND ROBOTICS (MMAR), 2015, : 823 - 828
  • [47] A nonlinear noise active control algorithm based on deep neural network
    Huang, Shuang
    Cao, Lei
    Guo, Hui
    Wang, Yansong
    Tao, Yuan
    Liu, Ningning
    NOISE CONTROL ENGINEERING JOURNAL, 2024, 72 (04) : 337 - 346
  • [48] Improved active noise control algorithm based on the convex combination method
    Felix, Fernando Basilio
    de Castro Magalhaes, Max
    de Souza Papini, Guilherme
    JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING, 2021, 43 (03)
  • [49] Design and Research of Active Noise Control Structure Based on NALMS Algorithm
    Rongjiang Tang
    Bo Lin
    Hongbin He
    Yongyou Wei
    Weiguang Zheng
    Zhining Chen
    Journal of Vibration Engineering & Technologies, 2023, 11 : 2181 - 2192
  • [50] Active noise control of refrigerator based on cascaded notch feedback algorithm
    Gui, Chaoping
    JOURNAL OF LOW FREQUENCY NOISE VIBRATION AND ACTIVE CONTROL, 2024,
12345