Training;
Optimized production technology;
Frequency control;
Feature extraction;
Noise reduction;
Speech processing;
Signal processing algorithms;
Active noise control;
selective fixed-filter active noise control;
frequency-domain filtering;
filtered-x least mean square;
FREQUENCY-DOMAIN;
CONTROL HEADSET;
CAUSALITY;
LMS;
D O I:
10.1109/TASLP.2020.2989582
中图分类号:
O42 [声学];
学科分类号:
070206 ;
082403 ;
摘要:
Conventional real-time active noise control (ANC) usually employs the adaptive filtered-x least mean square (FxLMS) algorithm to approach optimum coefficients for the control filter. However, lengthy training is usually required, and the perceived noise reduction is not immediately realized. Motivated by the practical implementation, we propose a selective fixed-filter active noise control (SFANC) algorithm, which selects a pretrained control filter to attenuate the detected primary noise rapidly. On top of improved robustness, the complexity analysis reveals that SFANC appears to be more efficient. The SFANC algorithm chooses the most suitable control filter based on the frequency-band-match approach implemented in a partitioned frequency-domain filter. Through simulations, SFANC is shown to exhibit a satisfactory response time and steady-state noise reduction performance, even for time-varying noise and real non-stationary disturbance.
机构:
Chinese Acad Sci, Inst Acoust, Key Lab Noise & Vibrat Res, Beijing 100190, Peoples R China
Univ Chinese Acad Sci, Sch Elect Elect & Commun Engn, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Acoust, Key Lab Noise & Vibrat Res, Beijing 100190, Peoples R China
Yin, Lan
Zhang, Zeqiang
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机构:
Chinese Acad Sci, Inst Acoust, Key Lab Noise & Vibrat Res, Beijing 100190, Peoples R China
Li Auto Inc, Beijing 101303, Peoples R ChinaChinese Acad Sci, Inst Acoust, Key Lab Noise & Vibrat Res, Beijing 100190, Peoples R China
Zhang, Zeqiang
Wu, Ming
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机构:
Chinese Acad Sci, Inst Acoust, Key Lab Noise & Vibrat Res, Beijing 100190, Peoples R China
Univ Chinese Acad Sci, Sch Elect Elect & Commun Engn, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Acoust, Key Lab Noise & Vibrat Res, Beijing 100190, Peoples R China
Wu, Ming
Zhou, Shuang
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机构:
Chinese Acad Sci, Inst Acoust, Key Lab Noise & Vibrat Res, Beijing 100190, Peoples R China
Univ Chinese Acad Sci, Sch Elect Elect & Commun Engn, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Acoust, Key Lab Noise & Vibrat Res, Beijing 100190, Peoples R China
Zhou, Shuang
Guo, Jianfeng
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机构:
Chinese Acad Sci, Inst Acoust, Key Lab Noise & Vibrat Res, Beijing 100190, Peoples R China
Taiyuan Univ Technol, Coll Data Sci, Taiyuan 030024, Peoples R ChinaChinese Acad Sci, Inst Acoust, Key Lab Noise & Vibrat Res, Beijing 100190, Peoples R China
Guo, Jianfeng
Yang, Jun
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机构:
Chinese Acad Sci, Inst Acoust, Key Lab Noise & Vibrat Res, Beijing 100190, Peoples R China
Univ Chinese Acad Sci, Sch Elect Elect & Commun Engn, Beijing 100049, Peoples R China
Chinese Acad Sci, Inst Acoust, State Key Lab Acoust, Beijing 100190, Peoples R ChinaChinese Acad Sci, Inst Acoust, Key Lab Noise & Vibrat Res, Beijing 100190, Peoples R China
Yang, Jun
Zhang, Jianing
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机构:
Chinese Acad Sci, Inst Acoust, Key Lab Noise & Vibrat Res, Beijing 100190, Peoples R ChinaChinese Acad Sci, Inst Acoust, Key Lab Noise & Vibrat Res, Beijing 100190, Peoples R China