Title :
Active noise control using neural network with the simultaneous perturbation learning rule
Author :
Tsuyama, Youichi ; Maeda, Yutaka
Author_Institution :
Dept. of Electr. Eng., Kansai Univ., Osaka, Japan
Abstract :
We apply a neural network for the active noise control. Then, we use the simultaneous perturbation method as a learning rule of the neural network. This active noise control system does not require an estimation of the secondary-path. We observed that this system could reduce a 200 Hz sinusoidal wave noise and a band-limited white noise.
Keywords :
active noise control; backpropagation; neurocontrollers; white noise; active noise control; backpropagation; band-limited white noise; learning rule; secondary-path; simultaneous perturbation; time delayed neural networks; Active noise reduction; Artificial neural networks; Biological neural networks; Ducts; Microphones; Neural networks; Noise cancellation; Noise generators; Noise reduction; Sampling methods;
Conference_Titel :
SICE 2002. Proceedings of the 41st SICE Annual Conference
Print_ISBN :
0-7803-7631-5
DOI :
10.1109/SICE.2002.1196558
