Adaptive Extended Pipelined Second-Order Volterra Filter for Nonlinear Active Noise Controller

作者：Zhao Haiquan^*; Zeng Xiangping; Zhang Xiaoqiang; He Zhengyou; Li Tianrui; Jin Weidong

来源：IEEE Transactions on Audio Speech and Language Processing, 2012, 20(4): 1394-1399.

DOI：10.1109/TASL.2011.2175383

• Active noise control (ANC)
• adaptive Volterra filter
• filtered-x LMS algorithm
• pipelined architecture

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.

• 出版日期2012-5
• 单位西南交通大学