Active control of SαS impulsive noise based on a sigmoid transformation algorithm

In this paper, active control of symmetric α stable (SαS) distribution impulsive noise is studied. An algorithm based on minimizing the squared sigmoid transformation of error signal is proposed. The convergence condition of this algorithm is also analyzed. Computer simulations were carried out to validate the effectiveness of the proposed algorithm. The plant model used in the computer simulations is obtained from a practical active noise control (ANC) system in our laboratory. Simulation results show that the proposed scheme can significantly reduce SαS impulsive noise and the convergence rate is acceptable.

[1]  Wim Desmet,et al.  Active control of repetitive transient noise , 2007 .

[2]  Woon-Seng Gan,et al.  Rapid Communication On the use of an SPSA-based model-free feedback controller in active noise control for periodic disturbances in a duct , 2008 .

[3]  Xu Sun,et al.  Adaptive algorithm for active control of impulsive noise , 2006 .

[4]  F Pfander,et al.  Danger of auditory impairment from impulse noise: A comparative study of the CHABA damage-risk criteria and those of the Federal Republic of Germany. , 1980, The Journal of the Acoustical Society of America.

[5]  W. Mitsuhashi,et al.  Improving performance of FxLMS algorithm for active noise control of impulsive noise , 2009 .

[6]  Sen M. Kuo,et al.  Nonlinear Active Noise Control for Infant Incubators in Neo-Natal Intensive Care Units , 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

[7]  C. L. Nikias,et al.  Signal processing with alpha-stable distributions and applications , 1995 .

[8]  Wim Desmet,et al.  Active structural acoustic control of repetitive impact noise , 2004 .

[9]  R. Leahy,et al.  Adaptive filtering of stable processes for active attenuation of impulsive noise , 1995, 1995 International Conference on Acoustics, Speech, and Signal Processing.

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

[11]  Sen M. Kuo,et al.  Active noise control: a tutorial review , 1999, Proc. IEEE.

[12]  Lifu Wu,et al.  An Active Impulsive Noise Control Algorithm With Logarithmic Transformation , 2011, IEEE Transactions on Audio, Speech, and Language Processing.

[13]  Stephen J. Elliott,et al.  Signal Processing for Active Control , 2000 .