A hybrid sfanc-fxnlms algorithm for active noise control based on deep learning

Z Luo, D Shi, WS Gan - IEEE Signal Processing Letters, 2022 - ieeexplore.ieee.org
The selective fixed-filter active noise control (SFANC) method selecting the best pre-trained
control filters for various types of noise can achieve a fast response time. However, it may …

Delayless generative fixed-filter active noise control based on deep learning and bayesian filter

Z Luo, D Shi, WS Gan, Q Huang - IEEE/ACM Transactions on …, 2023 - ieeexplore.ieee.org
The selective fixed-filter active noise control (SFANC) method can select suitable pre-trained
control filters to attenuate incoming noises. However, the limited number of pre-trained filters …

Real-time implementation and explainable AI analysis of delayless CNN-based selective fixed-filter active noise control

Z Luo, D Shi, J Ji, X Shen, WS Gan - Mechanical Systems and Signal …, 2024 - Elsevier
The selective fixed-filter active noise control (SFANC) approach can select suitable pre-
trained control filters for different types of noise. With the learning ability of convolutional …

The principle underlying the wireless reference microphone enhancing noise reduction performance in multi-channel active noise control windows

X Shen, J Ji, D Shi, Z Luo, WS Gan - Mechanical Systems and Signal …, 2024 - Elsevier
Multi-channel active noise control (ANC) is widely applied as a practical approach to
achieving a large noise cancellation area. However, the efficacy of the multi-channel ANC is …

Active noise control in the new century: The role and prospect of signal processing

D Shi, B Lam, WS Gan, J Cheer… - INTER-NOISE and …, 2023 - ingentaconnect.com
Since Paul Leug's 1933 patent application for a system for the active control of sound, the
field of active noise control (ANC) has not flourished until the advent of digital signal …

Performance evaluation of selective fixed-filter active noise control based on different convolutional neural networks

Z Luo, D Shi, WS Gan, Q Huang… - INTER-NOISE and …, 2023 - ingentaconnect.com
Due to its rapid response time and a high degree of robustness, the selective fixed-filter
active noise control (SFANC) method appears to be a viable candidate for widespread use …

Practical active noise control: Restriction of maximum output power

WS Gan, D Shi, X Shen - 2023 Asia Pacific Signal and …, 2023 - ieeexplore.ieee.org
This paper presents some recent algorithms developed by the authors for real-time adaptive
active noise (AANC) control systems. These algorithms address some of the common …

Investigation and Evaluation of Adaptive Algorithms for Multichannel Active Noise Control System

R Zhang - arXiv preprint arXiv:2308.15485, 2023 - arxiv.org
This dissertation focuses on the investigation and evaluation of adptive algorithms for
multichannel active noise control system. The aim of the research is to investigate the …

Implementation of Kalman Filter Approach for Active Noise Control by Using MATLAB: Dynamic Noise Cancellation

G Yu - arXiv preprint arXiv:2402.06896, 2024 - arxiv.org
This article offers an elaborate description of a Kalman filter code employed in the active
control system. Conventional active noise management methods usually employ an …

Global control of propeller-induced aircraft cabin noise using active sound absorbers

D Mylonas, A Erspamer, C Yiakopoulos… - Journal of Sound and …, 2024 - Elsevier
A method to attenuate the global acoustic pressure of low-frequency harmonic acoustic
disturbances in the interior of a small aircraft cabin mockup is proposed herein. This method …