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 …

Reproduced neuron-like excitability and bursting synchronization of memristive Josephson junctions loaded inductor

F Wu, H Meng, J Ma - Neural Networks, 2024 - Elsevier
Employing electronic component including memristor and Josephson junction to mimic
biological neuron or synapse has elicited intense research in recent years. Neurons …

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 …

Enhancing active noise control of road noise using deep neural network to update secondary path estimate in real time

JY Oh, HW Jung, MH Lee, KH Lee, YJ Kang - Mechanical Systems and …, 2024 - Elsevier
The performance of active noise control (ANC) is significantly influenced by the accuracy of
the secondary path estimate. In the case of a vehicle, dynamic environments, which …

What is behind the meta-learning initialization of adaptive filter?—a naive method for accelerating convergence of adaptive multichannel active noise control

D Shi, W Gan, X Shen, Z Luo, J Ji - Neural Networks, 2024 - Elsevier
Active noise control (ANC) is a typical signal-processing technique that has recently been
utilized extensively to combat the urban noise problem. Although numerous advanced …

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 …

Low-latency active noise control using attentive recurrent network

H Zhang, A Pandey - IEEE/ACM transactions on audio …, 2023 - ieeexplore.ieee.org
Processing latency is a critical issue for active noise control (ANC) due to the causality
constraint of ANC systems. This paper addresses low-latency ANC in the context of deep …

Gfanc-rl: Reinforcement learning-based generative fixed-filter active noise control

Z Luo, H Ma, D Shi, WS Gan - Neural Networks, 2024 - Elsevier
Abstract The recent Generative Fixed-filter Active Noise Control (GFANC) method achieves
a good trade-off between noise reduction performance and system stability. However …

Remote microphone technique for active noise control over distributed networks

C Antoñanzas, M Ferrer, M De Diego… - … /ACM Transactions on …, 2023 - ieeexplore.ieee.org
Multichannel Active Noise Control (ANC) headrest systems have usually been designed
with the objective of creating quiet areas at the passenger positions within the cabin of a …