Audio Compensation with Cascade Biquad Filters for Feedback Active Noise Control Headphones

被引:1
|
作者
An, Fengyan [1 ]
Wu, Qianqian [1 ]
Liu, Bilong [1 ]
机构
[1] Qingdao Univ Technol, Sch Mech & Automot Engn, Qingdao 266520, Peoples R China
基金
中国国家自然科学基金;
关键词
active noise control; headphones; feedback control; audio compensation; optimization process; DIFFERENTIAL EVOLUTION; OPTIMIZATION; SYSTEM; DESIGN;
D O I
10.3390/pr10040730
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
In active noise control (ANC) headphones, the audio signal is modified together with the primary noise if a feedback controller is used. Although this problem can be alleviated with an FIR model of the secondary path, practical implementations are usually restricted by its computational complexity. In this paper, cascade biquad filters are used to compensate for the modification of the audio system. Instead of using classical identification methods with an IIR model, the audio compensation problem is fixed through an optimization process. An objective function evaluating the comprehensive compensation performance is proposed, whose minimum value is obtained using the differential evolution (DE) algorithm. Simulations and experiments are carried out, whose results validate the effectiveness and efficiency of the proposed optimization method. The averaged compensation error can be reduced to about 0.5 dB with only two to five biquad filters.
引用
收藏
页数:14
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