Influence of modeling error on noise reduction performance of active noise control systems using filtered-X LMS algorithm.

作者: Nozomu Saito , Toshio Sone

DOI: 10.1250/AST.17.195

关键词:

摘要: This paper investigates the influence of modeling error that is difference characteristic between secondary path and its model on behavior filtered-X LMS adaptive filter. The equations describe filter are presented at first, considered based equations. Both stability noise reduction performance discussed, particularly, we discussed in detail under condition has rarely been considered. In addition, conditions required for maintaining also presented. results theoretical consideration confirmed by computer simulation which impulse responses measured a vehicle cabin used. Through investigation, it proved algorithm may be stable except substantial case, will inferior to ideal general. These suggest should use on-line identification system when time variant.

参考文章(6)
Trevor J Sutton, Stephen J Elliott, A Malcolm McDonald, Timothy J Saunders, None, Active control of road noise inside vehicles Noise Control Engineering Journal. ,vol. 42, pp. 137- 147 ,(1994) , 10.3397/1.2828351
S.D. Snyder, C.H. Hansen, The effect of transfer function estimation errors on the filtered-x LMS algorithm IEEE Transactions on Signal Processing. ,vol. 42, pp. 950- 953 ,(1994) , 10.1109/78.285659
S. Elliott, I. Stothers, P. Nelson, A multiple error LMS algorithm and its application to the active control of sound and vibration IEEE Transactions on Acoustics, Speech, and Signal Processing. ,vol. 35, pp. 1423- 1434 ,(1987) , 10.1109/TASSP.1987.1165044
D. Morgan, An analysis of multiple correlation cancellation loops with a filter in the auxiliary path IEEE Transactions on Acoustics, Speech, and Signal Processing. ,vol. 28, pp. 454- 467 ,(1980) , 10.1109/TASSP.1980.1163430
P. Kabal, The Stability of Adaptive Minimum Mean Square Error Equalizers Using Delayed Adjustment IEEE Transactions on Communications. ,vol. 31, pp. 430- 432 ,(1983) , 10.1109/TCOM.1983.1095815