A self-tuning feedforward active noise control system

被引:5
作者
Davari, Pooya [1 ]
Hassanpour, Hamid [1 ]
机构
[1] Shahrood Univ Technol, Sch Informat Technol & Comp Engn, Shahrood, Iran
来源
IEICE ELECTRONICS EXPRESS | 2009年 / 6卷 / 05期
关键词
ANC; Self-tuning; Online modeling; FxLMS; Feedforward;
D O I
10.1587/elex.6.230
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
This paper proposes a self-tuning feedforward active noise control (ANC) system with online secondary path modeling. The step-size parameters of the controller and modeling filters have crucial rule on the system performance. In literature, these parameters are adjusted by trial-and-error. In other words, they are manually initialized before system starting, which require performing extensive experiments to ensure the convergence of the system. Hence there is no guarantee that the system could perform well under different situations. In the proposed method, the appropriate values for the step-sizes are obtained automatically. Computer simulation results indicate the effectiveness of the proposed method.
引用
收藏
页码:230 / 236
页数:7
相关论文
共 10 条
[1]   A method for online secondary path modeling in active noise control systems [J].
Akhtar, MT ;
Abe, M ;
Kawamata, M .
2005 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), VOLS 1-6, CONFERENCE PROCEEDINGS, 2005, :264-267
[2]  
DAVARI P, 2008, INT CSI COMPUTER SCI, P324
[3]   A variable step-size FxLMS algorithm for feedforward active noise control systems based on a new online secondary path modelling technique [J].
Davari, Pooya ;
Hassanpour, Hamid .
2008 IEEE/ACS INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS, VOLS 1-3, 2008, :74-81
[4]   USE OF RANDOM NOISE FOR ONLINE TRANSDUCER MODELING IN AN ADAPTIVE ACTIVE ATTENUATION SYSTEM [J].
ERIKSSON, LJ ;
ALLIE, MC .
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1989, 85 (02) :797-802
[5]   CONVERGENCE ANALYSIS OF LMS FILTERS WITH UNCORRELATED GAUSSIAN DATA [J].
FEUER, A ;
WEINSTEIN, E .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1985, 33 (01) :222-230
[6]   An efficient online secondary path estimation for feedback active noise control systems [J].
Hassanpour, Hamid ;
Davari, Pooya .
DIGITAL SIGNAL PROCESSING, 2009, 19 (02) :241-249
[7]  
Kuo S.M., 1996, Active noise control systems: Algorithms and DSP implementations
[8]   Active noise control: A tutorial review [J].
Kuo, SM ;
Morgan, DR .
PROCEEDINGS OF THE IEEE, 1999, 87 (06) :943-973
[9]  
Widrow B., 1985, Adaptive Signal Processing
[10]   Cluster/site approximation calculation of the ordering phase diagram for Cd-Mg alloys [J].
Zhang, J ;
Oates, WA ;
Zhang, F ;
Chen, SL ;
Chou, KC ;
Chang, YA .
INTERMETALLICS, 2001, 9 (01) :5-8