Modified-filtered-x LMS algorithm based active noise control systems with improved online secondary-path modeling

作者: M.T. Akhtar , M. Abe , M. Kawamata

DOI: 10.1109/MWSCAS.2004.1353885

关键词:

摘要: This paper proposes a new method for active noise control systems with online secondary-path modeling. The main features of the proposed are that modified-FxLMS (MFxLMS) algorithm is used in adapting filter and variable step-size (VSS) LMS modeling filter. varied accordance power residual error signal (the desired response filter). It found corrupted by which decreasing nature, (ideally) converging to zero. Hence, small initially later its value increased accordingly. Computer simulations show gives better performance than existing methods.

参考文章(13)
Stephen Elliott, Signal Processing for Active Control ,(2000)
S. Koike, A class of adaptive step-size control algorithms for adaptive filters IEEE Transactions on Signal Processing. ,vol. 50, pp. 1315- 1326 ,(2002) , 10.1109/TSP.2002.1003057
L. J. Eriksson, M. C. Allie, Use of random noise for on‐line transducer modeling in an adaptive active attenuation system Journal of the Acoustical Society of America. ,vol. 85, pp. 797- 802 ,(1986) , 10.1121/1.397552
Nozomu Saito, Toshio Sone, Influence of modeling error on noise reduction performance of active noise control systems using filtered-X LMS algorithm. Journal of the Acoustical Society of Japan (E). ,vol. 17, pp. 195- 202 ,(1996) , 10.1250/AST.17.195
C. Bao, P. Sas, H. Van Brussel, Adaptive active control of noise in 3-D reverberant enclosures Journal of Sound and Vibration. ,vol. 161, pp. 501- 514 ,(1993) , 10.1006/JSVI.1993.1088
S.M. Kuo, D.R. Morgan, Active noise control: a tutorial review Proceedings of the IEEE. ,vol. 87, pp. 943- 973 ,(1999) , 10.1109/5.763310
S.M. Kuo, D. Vijayan, A secondary path modeling technique for active noise control systems IEEE Transactions on Speech and Audio Processing. ,vol. 5, pp. 374- 377 ,(1997) , 10.1109/89.593319
T. Aboulnasr, K. Mayyas, A robust variable step-size LMS-type algorithm: analysis and simulations IEEE Transactions on Signal Processing. ,vol. 45, pp. 631- 639 ,(1997) , 10.1109/78.558478
Ming Zhang, Hui Lan, Wee Ser, Cross-updated active noise control system with online secondary path modeling IEEE Transactions on Speech and Audio Processing. ,vol. 9, pp. 598- 602 ,(2001) , 10.1109/89.928924