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The effect of head-tracking resolution on the stability and performance of a local active noise control headrest system

The effect of head-tracking resolution on the stability and performance of a local active noise control headrest system
The effect of head-tracking resolution on the stability and performance of a local active noise control headrest system
Incorporating head-tracking techniques into local active noise control headrest systems enables the plant model used in the controller to be updated dynamically as the user moves their head. This reduces the mismatch between the plant model and the physical plant responses from the secondary sources to the users’ ears, which increases the achievable noise reduction when head movement occurs. In practice, since the plant models for different head positions must be identified during a calibration procedure, it is necessary to limit the head-tracking resolution to constrain the complexity of this procedure. This leads to errors between the physical and modelled plant responses as the user’s head moves, which impacts the control system’s stability and performance. However, the relationship between the control system behaviour and the tracking accuracy is not well understood. This paper investigates the impact of head-tracking resolution, considering translational and rotational movements, on the stability and performance of an active headrest. Assuming the error signals at the user’s ears are available for adaptive control, it is shown that the system has an upper-frequency limit beyond which controller instability occurs, and this frequency is influenced by the tracking resolution, the initial head position, and the type of head movement.
0001-4966
766-777
Lai, Chung Kwan
564519dc-b054-427f-9256-a454f796b1a9
Cheer, Jordan
8e452f50-4c7d-4d4e-913a-34015e99b9dc
Shi, Chuang
c46f72bd-54c7-45ee-ac5d-285691fccf81
Lai, Chung Kwan
564519dc-b054-427f-9256-a454f796b1a9
Cheer, Jordan
8e452f50-4c7d-4d4e-913a-34015e99b9dc
Shi, Chuang
c46f72bd-54c7-45ee-ac5d-285691fccf81

Lai, Chung Kwan, Cheer, Jordan and Shi, Chuang (2025) The effect of head-tracking resolution on the stability and performance of a local active noise control headrest system. Journal of the Acoustical Society of America, 157 (2), 766-777. (doi:10.1121/10.0035576).

Record type: Article

Abstract

Incorporating head-tracking techniques into local active noise control headrest systems enables the plant model used in the controller to be updated dynamically as the user moves their head. This reduces the mismatch between the plant model and the physical plant responses from the secondary sources to the users’ ears, which increases the achievable noise reduction when head movement occurs. In practice, since the plant models for different head positions must be identified during a calibration procedure, it is necessary to limit the head-tracking resolution to constrain the complexity of this procedure. This leads to errors between the physical and modelled plant responses as the user’s head moves, which impacts the control system’s stability and performance. However, the relationship between the control system behaviour and the tracking accuracy is not well understood. This paper investigates the impact of head-tracking resolution, considering translational and rotational movements, on the stability and performance of an active headrest. Assuming the error signals at the user’s ears are available for adaptive control, it is shown that the system has an upper-frequency limit beyond which controller instability occurs, and this frequency is influenced by the tracking resolution, the initial head position, and the type of head movement.

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Accepted/In Press date: 8 January 2025
Published date: 5 February 2025

Identifiers

Local EPrints ID: 498979
URI: http://eprints.soton.ac.uk/id/eprint/498979
ISSN: 0001-4966
PURE UUID: 254c4525-5737-4211-9a93-13f5213a225a
ORCID for Chung Kwan Lai: ORCID iD orcid.org/0000-0003-3066-4089
ORCID for Jordan Cheer: ORCID iD orcid.org/0000-0002-0552-5506
ORCID for Chuang Shi: ORCID iD orcid.org/0000-0002-1517-2775

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Date deposited: 06 Mar 2025 17:31
Last modified: 07 Mar 2025 03:07

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Contributors

Author: Chung Kwan Lai ORCID iD
Author: Jordan Cheer ORCID iD
Author: Chuang Shi ORCID iD

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