LAPSE:2023.2607
Published Article

LAPSE:2023.2607
Audio Compensation with Cascade Biquad Filters for Feedback Active Noise Control Headphones
February 21, 2023
Abstract
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.
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.
Record ID
Keywords
active noise control, audio compensation, feedback control, headphones, optimization process
Subject
Suggested Citation
An F, Wu Q, Liu B. Audio Compensation with Cascade Biquad Filters for Feedback Active Noise Control Headphones. (2023). LAPSE:2023.2607
Author Affiliations
An F: School of Mechanical and Automotive Engineering, Qingdao University of Technology, Qingdao 266520, China
Wu Q: School of Mechanical and Automotive Engineering, Qingdao University of Technology, Qingdao 266520, China
Liu B: School of Mechanical and Automotive Engineering, Qingdao University of Technology, Qingdao 266520, China
Wu Q: School of Mechanical and Automotive Engineering, Qingdao University of Technology, Qingdao 266520, China
Liu B: School of Mechanical and Automotive Engineering, Qingdao University of Technology, Qingdao 266520, China
Journal Name
Processes
Volume
10
Issue
4
First Page
730
Year
2022
Publication Date
2022-04-09
ISSN
2227-9717
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Original Submission
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PII: pr10040730, Publication Type: Journal Article
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LAPSE:2023.2607
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https://doi.org/10.3390/pr10040730
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[v1] (Original Submission)
Feb 21, 2023
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Feb 21, 2023
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