Narrowband Active Noise Control Using Decimated Controller for Disturbance with Close Frequencies

被引:0
|
作者
An, Fengyan [1 ]
Liu, Bilong [1 ]
机构
[1] Qingdao Univ Technol, Sch Mech & Automot Engn, Qingdao 266520, Peoples R China
来源
SYMMETRY-BASEL | 2022年 / 14卷 / 03期
基金
中国国家自然科学基金;
关键词
active noise control; active vibration control; filtered-x least-mean-square algorithm; narrowband disturbance; ACCUMULATED LMS ALGORITHM; CONTROL SYSTEM; STOCHASTIC-ANALYSIS; VIBRATION; MISMATCH;
D O I
10.3390/sym14030607
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In this paper, multi-channel active noise control systems subjected to narrowband disturbances with close frequencies are investigated. Instead of controlling each frequency separately, a mixed-reference signal is assumed and thus a transversal controller is utilized. First, the convergent behaviors of a generalized FxLMS-based algorithm are theoretically analyzed in the mean sense, from which the influence of the controller structure on the convergence rate is revealed. A novel narrowband algorithm is then proposed, in which a decimated transversal controller is used to alleviate the computational burden. Simulations based on a 4 x 8 active-noise-control system are carried out to verify the proposed method. The results show that a good convergence rate can be obtained, and the computational complexity can also be greatly reduced.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] Analysis and enhancement of narrowband active noise control systems with disturbance
    Chang, Cheng-Yuan
    Kuo, Sen M.
    Ho, Chung-Ying
    Shyu, Kuo-Kai
    [J]. JOURNAL OF VIBRATION AND CONTROL, 2018, 24 (11) : 2247 - 2260
  • [2] INDIVIDUAL CONTROL OF NARROWBAND NOISE WITH DISTURBANCE
    Ho, Chung-Ying
    Kuo, Sen M.
    Chang, Cheng-Yuan
    [J]. 2014 IEEE CHINA SUMMIT & INTERNATIONAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (CHINASIP), 2014, : 62 - 65
  • [3] A Frequency-Tunable LPV Controller for Narrowband Active Noise and Vibration Control
    Ballesteros, Pablo
    Bohn, Christian
    [J]. 2011 AMERICAN CONTROL CONFERENCE, 2011, : 1340 - 1345
  • [4] 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
  • [5] Controller Design for Disturbance Removal using Active Disturbance Rejection Control
    Murao, Tatsuya
    Ishida, Yoshihisa
    [J]. 2016 IEEE 12TH INTERNATIONAL COLLOQUIUM ON SIGNAL PROCESSING & ITS APPLICATIONS (CSPA), 2016, : 68 - 73
  • [6] Multirate Audio-Integrated Feedback Active Noise Control Systems Using Decimated-Band Adaptive Filters for Reducing Narrowband Noises †
    Siswanto, Antonius
    Chang, Cheng-Yuan
    Kuo, Sen M.
    [J]. SENSORS, 2020, 20 (22) : 1 - 21
  • [7] Nonlinear Neural System for Active Noise Controller to Reduce Narrowband Noise
    Huynh, Minh-Canh
    Chang, Cheng-Yuan
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2021, 2021
  • [8] Narrowband active noise control using adaptive delay filter
    Kuo, SM
    Chung, KM
    [J]. IEEE SIGNAL PROCESSING LETTERS, 1998, 5 (12) : 309 - 311
  • [9] Depth Control of AUV Using Active Disturbance Rejection Controller
    Chen Tao
    Zhang Wei
    Zhou Jiajia
    Yu Haomiao
    Liu Xiaofu
    Ha Yue
    [J]. 2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 7948 - 7952
  • [10] Novel Adaptive Fuzzy Feedback Neural Network Controller for Narrowband Active Noise Control System
    Huynh Minh-Canh
    Chang, Cheng-Yuan
    [J]. IEEE ACCESS, 2022, 10 : 41740 - 41747