Title :
Active control of SαS impulsive noise based on a sigmoid transformation algorithm
Author :
Yali Zhou ; Yixin Yin ; Qizhi Zhang
Author_Institution :
Sch. of Autom., Univ. of Sci. & Technol. Beijing, Beijing, China
Abstract :
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.
Keywords :
impulse noise; signal processing; ANC system; SαS distribution impulsive noise; active noise control system; computer simulations; error signal; sigmoid transformation algorithm; squared sigmoid transformation; Active noise control; Convergence; FXsigmoidLMS; SαS impulsive noise;
Conference_Titel :
Signal Processing (ICSP), 2012 IEEE 11th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-2196-9
DOI :
10.1109/ICoSP.2012.6491656