Title :
Adaptive Extended Pipelined Second-Order Volterra Filter for Nonlinear Active Noise Controller
Author :
Haiquan Zhao ; Zeng, Xiangping ; Zhang, Xiaoqiang ; He, Zhengyou ; Li, Tianrui ; Weidong Jin
Author_Institution :
Sch. of Electr. Eng., Southwest Jiaotong Univ., Chengdu, China
fDate :
5/1/2012 12:00:00 AM
Abstract :
This correspondence presents an extended pipelined second-order Volterra (EPSOV) filter for active control of nonlinear noise processes. The corresponding nonlinear filtered-x algorithms using the filter bank implementation are also suggested. Compared to the standard SOV filter using the filtered-x least mean square (SOVFXLMS), those modules of the EPSOV filter can be performed simultaneously in a pipelined parallelism fashion, and this would lead to a significant improvement in its total computational efficiency. Results obtained from computer simulations for nonlinear noise processes demonstrate that the proposed method outperforms the SOV.
Keywords :
acoustic filters; active noise control; adaptive filters; nonlinear acoustics; nonlinear filters; adaptive extended pipelined second-order Volterra filter; computer simulations; filter bank implementation; filtered-x least mean square; nonlinear active noise controller; nonlinear filtered-x algorithms; standard SOV filter; Adaptive filters; Filter banks; Filtering algorithms; Filtering theory; Finite impulse response filter; Maximum likelihood detection; Nonlinear filters; Active noise control (ANC); adaptive Volterra filter; filtered-x LMS algorithm; pipelined architecture;
Journal_Title :
Audio, Speech, and Language Processing, IEEE Transactions on
DOI :
10.1109/TASL.2011.2175383