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An active noise control algorithm using diffusion adaptive filter robust to impulsive noise and input noise in sparse systems
Name: Park, Chan
Organization :
POSTECH. Division of Electrical Engineering
Email :
parkchan@postech.ac.kr
Name: Lee, Hae Seong
Organization :
POSTECH. Division of Electrical Engineering
Email :
gotjd20@postech.ac.kr
Name: Park, PooGyeon
Organization :
POSTECH. Division of Electrical Engineering
Email :
ppg@postech.ac.kr
keyword:
Least mean squares algorithms
LCSH:
Noise control
-- Mathematical models
LCSH:
Adaptive filters
LCSH:
Signal processing
Abstract:
This paper introduces an advanced active noise control (ANC) algorithm formulated within a diffusion normalized least mean square (D-NLMS) framework, designed to be highly resilient to both impulsive disturbances and input noise in sparse environments. To address secondary path distortion issues commonly encountered in ANC systems, the algorithm employs a Filtered-x configuration. Robustness to impulsive noise is further improved through the adoption of a dynamic step-size scaling mechanism and a modified Huber error function. In addition, a bias compensation strategy is analytically derived to effectively counteract the steady-state bias caused by input noise. By incorporating an L0-norm regularization term into its cost function, the proposed approach enhances adaptability to sparse system characteristics. Simulation results validate that the proposed ANC method offers superior steady-state accuracy, faster convergence, and enhanced robustness compared to traditional techniques when facing impulsive and input noise.
King Mongkut's University of Technology North Bangkok. Central Library
Address:
BANGKOK
Email:
library@kmutnb.ac.th
Created:
2025
Modified:
2026-06-11
Issued:
2026-06-11
บทความ/Article
application/pdf
BibliograpyCitation :
In Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI) Association, Thailand. 2025 22nd International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2025) (pp.217-221). Piscataway, NJ : IEEE
eng
©copyrights King Mongkut's University of Technology North Bangkok
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0.038167 วินาที
Park, Chan
| Title | Contributor | Type |
|---|---|---|
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| New study on a necessary and sufficient state-feedback stabilization condition for singular discrete-time system
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| Admissibility criterion for T-S fuzzy descriptor systems with time-varying delays using free-matrix-based integral inequality
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Lee, Hae Seong;Park, Chan;Park, PooGyeon | บทความ/Article | |
| An active noise control algorithm using diffusion adaptive filter robust to impulsive noise and input noise in sparse systems
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Park, Chan;Lee, Hae Seong;Park, PooGyeon | บทความ/Article |
Lee, Hae Seong
| Title | Contributor | Type |
|---|---|---|
| Admissibility criterion for T-S fuzzy descriptor systems with time-varying delays using free-matrix-based integral inequality
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Lee, Hae Seong;Park, Chan;Park, PooGyeon | บทความ/Article | |
| An active noise control algorithm using diffusion adaptive filter robust to impulsive noise and input noise in sparse systems
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Park, Chan;Lee, Hae Seong;Park, PooGyeon | บทความ/Article |
Park, PooGyeon
| Title | Contributor | Type |
|---|---|---|
| Admissibility criterion for T-S fuzzy descriptor systems with time-varying delays using free-matrix-based integral inequality
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Lee, Hae Seong;Park, Chan;Park, PooGyeon | บทความ/Article | |
| An active noise control algorithm using diffusion adaptive filter robust to impulsive noise and input noise in sparse systems
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Park, Chan;Lee, Hae Seong;Park, PooGyeon | บทความ/Article |