Title :
Active noise control without a secondary path model by using a frequency-domain simultaneous perturbation method with variable perturbation
Author :
Kajikawa, Y. ; Nomura, Y.
Author_Institution :
Dept. of Electron., Kansai Univ., Osaka, Japan
Abstract :
We propose a frequency-domain active noise control (ANC) system without a secondary path model. The proposed system is based on the frequency-domain simultaneous perturbation (FDSP) method with variable perturbation. In this system, the coefficients of the adaptive filter are updated only by error signals. The conventional ANC system using the filtered-x algorithm becomes unstable due to the error between the secondary path, from secondary source to error sensor, and its model. In contrast, the proposed ANC system has the advantage of not using the model. Furthermore, the variable perturbation brings fast convergence. Simulation results demonstrate the efficiency of the proposed ANC system compared with the conventional ANC systems.
Keywords :
acoustic noise; acoustic signal processing; active noise control; adaptive filters; computational complexity; convergence of numerical methods; frequency-domain analysis; perturbation techniques; ANC system; adaptive filter; computational complexity; error signals; fast convergence; filtered-x algorithm; frequency-domain active noise control; frequency-domain simultaneous perturbation method; noise control filter; secondary path model; Acoustic noise; Active noise reduction; Adaptive filters; Additive noise; Control system synthesis; Convergence; Electric variables control; Error correction; Frequency domain analysis; Perturbation methods;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
Print_ISBN :
0-7803-7663-3
DOI :
10.1109/ICASSP.2003.1200036