Selective fixed-filter active noise control based on convolutional neural network

D Shi, B Lam, K Ooi, X Shen, WS Gan - Signal Processing, 2022 - Elsevier
Active noise control (ANC) technology is increasingly ubiquitous in wearable audio devices,
or hearables. Owing to its low computational complexity, high robustness, and exemplary …

Computation-efficient solution for fully-connected active noise control window: Analysis and implementation of multichannel adjoint least mean square algorithm

D Shi, B Lam, J Ji, X Shen, CK Lai, WS Gan - Mechanical Systems and …, 2023 - Elsevier
The multichannel active noise control (MCANC) system, in which multiple reference sensors
and actuators are used to enlarge the noise-cancellation zone, is widely utilized in complex …

Transferable latent of cnn-based selective fixed-filter active noise control

D Shi, WS Gan, B Lam, Z Luo… - IEEE/ACM Transactions …, 2023 - ieeexplore.ieee.org
Practical active noise control (ANC) systems, like the active noise cancellation headphone,
usually adopt a control filter with preset coefficients to achieve satisfactory noise reduction …

A review of sound field control

J Yang, M Wu, L Han - Applied Sciences, 2022 - mdpi.com
Sound field control (SFC) technology enables the active management of audio delivered
within an acoustical environment. It includes three research directions: sound field …

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 …

A survey on adaptive active noise control algorithms overcoming the output saturation effect

Y Guo, D Shi, X Shen, J Ji, WS Gan - Signal Processing, 2024 - Elsevier
This paper presents a comparison of contemporary algorithms aimed at mitigating the
saturation-induced challenges in active noise control (ANC) systems. The saturation effect …

Adaptive parallel filter method for active cancellation of road noise inside vehicles

L Yin, Z Zhang, M Wu, Z Wang, C Ma, S Zhou… - Mechanical Systems and …, 2023 - Elsevier
Active noise cancellation (ANC) is an efficient and effective method for suppressing low
frequency disturbances generated by tyre–road interaction in a vehicle. There are significant …

Nonlinear active noise control with tap-decomposed robust volterra filter

KL Yin, HR Zhao, YF Pu, L Lu - Mechanical Systems and Signal Processing, 2024 - Elsevier
The Volterra filter is proven to be a structurally simple method for nonlinear active noise
control (NLANC). However, its wide application is deeply constrained by computational …

Adaptive-gain algorithm on the fixed filters applied for active noise control headphone

X Shen, D Shi, WS Gan, S Peksi - Mechanical Systems and Signal …, 2022 - Elsevier
Active noise control (ANC) headphones are commonly used to reduce annoyed noise
around users' ears. Most commercial ANC headphones utilize specific filters with pre-trained …

A frequency-domain output-constrained active noise control algorithm based on an intuitive circulant convolutional penalty factor

D Shi, WS Gan, B Lam, X Shen - IEEE/ACM Transactions on …, 2023 - ieeexplore.ieee.org
Due to their computational efficiency, least mean square (LMS)–based algorithms are still
widely utilized to achieve optimal control in active noise control (ANC) applications. Real …