A parallel analog and digital adaptive feedforward controller for active noise control
A parallel analog and digital adaptive feedforward controller for active noise control
Digital adaptive controllers are widely used for feedforward active noise control, especially in headphones. In such applications, the secondary path delay, including the sampling and reconstruction effects, must be shorter than the primary path delay to maintain good broadband performance. A mixed analog and digital adaptive feedforward controller is developed to eliminate the added delay of the sampling and reconstruction. The analog controller is based on a state-filtered adaptive linear combiner, while the digital one uses an adaptive finite-impulse-response filter. It is shown that both filters can be adapted using the normalized filtered-reference LMS algorithm but with different secondary path models. A method to design the analog state-filter based on Padé's approximation is described. The performance of the proposed controller with two analog states, the direct feedthrough and a 0.3 milliseconds delay, is assessed and compared to the separate analog or digital controllers in a controlled environment. The results highlight that adding the analog delay improves the digital controller performance by about 5 dB in this application, regardless of the primary noise direction.
Active noise control, Padé approximation, adaptive control, hybrid control
1100-1108
Vered, Yoav
c13938de-457b-4e25-b57b-7471c7bc832a
Elliott, Stephen
721dc55c-8c3e-4895-b9c4-82f62abd3567
8 January 2024
Vered, Yoav
c13938de-457b-4e25-b57b-7471c7bc832a
Elliott, Stephen
721dc55c-8c3e-4895-b9c4-82f62abd3567
Vered, Yoav and Elliott, Stephen
(2024)
A parallel analog and digital adaptive feedforward controller for active noise control.
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 32, .
(doi:10.1109/TASLP.2024.3350882).
Abstract
Digital adaptive controllers are widely used for feedforward active noise control, especially in headphones. In such applications, the secondary path delay, including the sampling and reconstruction effects, must be shorter than the primary path delay to maintain good broadband performance. A mixed analog and digital adaptive feedforward controller is developed to eliminate the added delay of the sampling and reconstruction. The analog controller is based on a state-filtered adaptive linear combiner, while the digital one uses an adaptive finite-impulse-response filter. It is shown that both filters can be adapted using the normalized filtered-reference LMS algorithm but with different secondary path models. A method to design the analog state-filter based on Padé's approximation is described. The performance of the proposed controller with two analog states, the direct feedthrough and a 0.3 milliseconds delay, is assessed and compared to the separate analog or digital controllers in a controlled environment. The results highlight that adding the analog delay improves the digital controller performance by about 5 dB in this application, regardless of the primary noise direction.
Text
Early access A_Parallel_Analog_and_Digital_Adaptive_Feedforward_Controller_for_Active_Noise_Control
- Accepted Manuscript
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e-pub ahead of print date: 8 January 2024
Published date: 8 January 2024
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Publisher Copyright:
© 2014 IEEE.
Keywords:
Active noise control, Padé approximation, adaptive control, hybrid control
Identifiers
Local EPrints ID: 487335
URI: http://eprints.soton.ac.uk/id/eprint/487335
ISSN: 2329-9304
PURE UUID: 3d25e888-96e2-41e8-a21b-bc774d1f23a3
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Date deposited: 19 Feb 2024 20:23
Last modified: 30 Apr 2024 16:41
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Author:
Yoav Vered
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