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 …

[HTML][HTML] Integration of Deep Sequence Learning-Based Virtual GPS Model and EKF for AUV Navigation

PF Lv, JY Lv, ZC Hong, LX Xu - Drones, 2024 - mdpi.com
To address the issue of increasing navigation errors in low-cost autonomous underwater
vehicles (AUVs) operating without assisted positioning underwater, this paper proposes a …

Transferable Selective Virtual Sensing Active Noise Control Technique Based on Metric Learning

B Wang, D Shi, Z Luo, X Shen, J Ji, WS Gan - arXiv preprint arXiv …, 2024 - arxiv.org
Virtual sensing (VS) technology enables active noise control (ANC) systems to attenuate
noise at virtual locations distant from the physical error microphones. Appropriate auxiliary …

Implementation of the Feedforward Multichannel Virtual Sensing Active Noise Control (MVANC) by Using MATLAB

B Wang - arXiv preprint arXiv:2405.10510, 2024 - arxiv.org
The multichannel virtual sensing active noise control (MVANC) methodology is an advanced
approach that may provide a wide area of silence at specific virtual positions that are distant …

Computation-efficient Virtual Sensing Approach with Multichannel Adjoint Least Mean Square Algorithm

B Wang, J Ji, X Shen, D Shi, WS Gan - arXiv preprint arXiv:2405.14158, 2024 - arxiv.org
Multichannel active noise control (ANC) systems are designed to create a large zone of
quietness (ZoQ) around the error microphones, however, the placement of these …

Dynamic Matching of Reconstruction and Anti-Aliasing Filters in Adaptive Active Noise Control

F Zhang, Y Wu, Y Wang, X Li - Applied Sciences, 2024 - mdpi.com
Constrained by the computing power, adaptive active noise control systems often have a low
sampling rate. Therefore, reconstruction filters and anti-aliasing filters with fixed parameters …

A reservoir computing approach in active noise control for vehicle applications

D Mylonas, A Erspamer, C Yiakopoulos… - INTER-NOISE and …, 2024 - ingentaconnect.com
A Reservoir Computing approach in Active Noise Control for vehicle applications Page 1 A
Reservoir Computing approach in Active Noise Control for vehicle applications Dimitrios …

ACTIVE AUDIO CANCELLATION WITH MULTI-BAND

M NETWORK - openreview.net
A novel deep learning approach for Active Audio Cancellation (AAC) is presented, which
surpasses traditional Active Noise Cancellation (ANC) by effectively canceling any audio …