A Novel Active Noise Control Method Based on Variational Mode Decomposition and Gradient Boosting Decision Tree

A Novel Active Noise Control Method Based on Variational Mode Decomposition and Gradient Boosting Decision Tree

Diversified noise sources pose great challenges in the engineering of an ANC (active noise control) system design. To solve this problem, this paper proposes an ANC method based on VMD (variational mode decomposition) and Ensemble Learning. VMD is used to extract IMFs (Intrinsic Model Functions) of...

Full description

Bibliographic Details
Main Authors: Xiaobei Liang, Jinyong Yao, Lei Luo, Weifang Zhang, Yanrong Wang
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Applied Sciences
Subjects:
active noise control
variational mode decomposition
gradient boosting decision tree
principal component analysis
k-means++
Online Access:https://www.mdpi.com/2076-3417/13/9/5436

Internet

https://www.mdpi.com/2076-3417/13/9/5436

Similar Items