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 …

Generalized hyperbolic tangent based random fourier conjugate gradient filter for nonlinear active noise control

Y Xiao, S Chen, Q Zhang, D Lin, M Shen… - … on Audio, Speech …, 2022 - ieeexplore.ieee.org
The filtered-x least mean square (FxLMS) algorithm has been proposed for an active noise
control (ANC) system. However, due to the used mean square error (MSE) criterion, FxLMS …

Cascaded random fourier filter for robust nonlinear active noise control

Y Zhu, H Zhao, X He, Z Shu… - IEEE/ACM Transactions …, 2021 - ieeexplore.ieee.org
The random Fourier filter-based filtered-x least mean square (RF-FxLMS) algorithm has
been proposed for the nonlinear active noise control (NANC) system to reduce the …

Error reused filtered-X least mean square algorithm for active noise control

Q Zhang, D Lin, Y Xiao, Y Zheng… - IEEE/ACM Transactions …, 2023 - ieeexplore.ieee.org
The conventional active noise control (ANC) system relies on the error-correction learning to
design the adaptive controller. However, as the residual noise, the correction error is …

Algorithm and architecture design of random Fourier features-based kernel adaptive filters

VC Gogineni, R Sambangi, D Alex… - … on Circuits and …, 2022 - ieeexplore.ieee.org
Numerous real-life systems exhibit complex nonlinear input-output relationships. Kernel
adaptive filters, a popular class of nonlinear adaptive filters, can efficiently model these …

Robust PBFD Nonlinear Filtering Scheme for Active Noise Cancellation with Remote Acoustic Sensing

Y Li, H He, Y Liu, B Cheng, S Song, P Zhu - IEEE Access, 2024 - ieeexplore.ieee.org
Nonlinear active noise cancellation/control (NANC) systems have attracted attention for
attenuating noises using remote acoustic sensing techniques. Controlling noises at the …

Reference Microphone Free Active Headrest System for Noise Containing Varying Frequency Tonal Components

S Bagha, DP Das, SK Behera - IEEE Transactions on Circuits …, 2023 - ieeexplore.ieee.org
In this brief, the design and implementation of an active headrest system are given. An
efficient narrowband multichannel active noise control (ANC) algorithm known as filtered-e …

Clustering-Sparse Nyström Adaptive Filter Based Nonlinear Distributed Active Noise Control System

Y Xiao, Q Zhang, Y Zheng, J Qian… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this brief, a Nyström adaptive filter-based nonlinear active noise control (NANC) system is
established to improve the noise reduction ability of the kernel filtered-x least mean square …

[HTML][HTML] Reduced Gaussian Kernel Filtered-x LMS Algorithm with Historical Error Correction for Nonlinear Active Noise Control

J Ku, H Han, W Zhou, H Wang, S Zhang - Entropy, 2024 - pmc.ncbi.nlm.nih.gov
This paper introduces a reduced Gaussian kernel filtered-x least mean square (RGKxLMS)
algorithm for a nonlinear active noise control (NANC) system. This algorithm addresses the …

Distribution-Based Determination of Sparse Secondary Path for Active Noise Control

X Guo, J Jiang, L Tan - … Transactions on Circuits and Systems II …, 2024 - ieeexplore.ieee.org
The sparse secondary path model notably enhances the computational efficiency of active
noise control (ANC) system. However, there is no specific rule for determining the sparse …