GFANC-RL: reinforcement learning-based generative fixed-filter active noise control

• المؤلفون الرئيسيون: Luo, Zhengding, Ma, Haozhe, Shi, Dongyuan, Gan, Woon-Seng
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2024
• الموضوعات: Engineering; Reinforcement learning; Convolutional neural network
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/180662

The recent Generative Fixed-filter Active Noise Control (GFANC) method achieves a good trade-off between noise reduction performance and system stability. However, labelling noise data for training the Convolutional Neural Network (CNN) in GFANC is typically resource-consuming. Even worse, labelling...