A note on cancellation path modeling signal in active noise control

This communication analyzes the performance of using band stop (BS) signal for on-line cancellation path modeling in active noise control when the disturbance is a tonal or narrow band signal. It is shown theoretically and experimentally that the modeling error is mainly caused by the corresponding spectral components of the modeling signal close to the central frequency of the disturbance signal. Thus using BS random signal as the modeling signal can significantly reduce the modeling error than using random signal if the frequency components of the BS random signal around the frequency of the disturbance signal is much less than that of random signal.

[1]  Stephan Weiss,et al.  Design of near perfect reconstruction oversampled filter banks for subband adaptive filters , 1999 .

[2]  L. J. Eriksson,et al.  Use of random noise for on‐line transducer modeling in an adaptive active attenuation system , 1986 .

[3]  Rui Seara,et al.  Mean weight behavior of the Filtered-X LMS algorithm , 1998, Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181).

[4]  Colin H. Hansen,et al.  Perturbation signals for active noise and vibration control , 2002 .

[5]  Scott D. Snyder,et al.  The effect of transfer function estimation errors on the filtered-x LMS algorithm , 1994, IEEE Trans. Signal Process..

[6]  Sen M. Kuo,et al.  A secondary path modeling technique for active noise control systems , 1997, IEEE Trans. Speech Audio Process..

[7]  Ali H. Sayed,et al.  Robust FxLMS algorithms with improved convergence performance , 1998, IEEE Trans. Speech Audio Process..

[8]  Paul Sas,et al.  Adaptive active control of noise in 3-D reverberant enclosures , 1993 .

[9]  Gerhard Schmidt,et al.  Acoustic echo control. An application of very-high-order adaptive filters , 1999, IEEE Signal Process. Mag..

[10]  Sen M. Kuo,et al.  Active Noise Control Systems: Algorithms and DSP Implementations , 1996 .

[11]  Dennis R. Morgan,et al.  A delayless subband adaptive filter architecture , 1995, IEEE Trans. Signal Process..

[12]  S. Thomas Alexander,et al.  Adaptive Signal Processing , 1986, Texts and Monographs in Computer Science.

[13]  Dennis R. Morgan An analysis of multiple correlation cancellation loops with a filter in the auxiliary path , 1980 .

[14]  Ming Zhang,et al.  Cross-updated active noise control system with online secondary path modeling , 2001, IEEE Trans. Speech Audio Process..

[15]  A FILTERED-X ADAPTIVE NOTCH FILTER WITH ON-LINE CANCELLATION PATH ESTIMATION , 1997 .