Unraveling Mixtures: A Novel Underdetermined Blind Source Separation Approach via Sparse Component Analysis

Unraveling Mixtures: A Novel Underdetermined Blind Source Separation Approach via Sparse Component Analysis

Underdetermined blind source separation (UBSS) is a critical technique in the field of intelligent mechanical operation and maintenance that allows for the disentanglement of source signals from their mixtures without the need for prior knowledge or extensive sensor information. The accuracy of sour...

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Bibliographic Details
Main Authors: Yanyang Li, Jindong Wang, Haiyang Zhao, Chang Wang, Zhichao Ma
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Underdetermined blind source separation
synchronous extraction algorithm
K-means
sparse component analysis
complex mechanical signals
Online Access:https://ieeexplore.ieee.org/document/10379675/

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