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Two heuristic-optimization-based frameworks for tailoring signal decomposition methods

delete2025-11-12
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PRE
AI
B
Bingchang Hou *
王栋 cover
王栋 (Dong Wang)
Y
Yi Qin
D
Dengyu Xiao
H
Huayan Pu
J
Jun Luo
DOI:10.1016/j.ymssp.2025.113620delete
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Abstract

Abstract

En 中文
• Emphasize the mode restrictions in general signal decomposition (SD) methods. • Propose concurrent and successive decomposition frameworks to tailor SD methods. • Provide a way for customized extraction of specific signal components. • Validation and comparison using machinery fault vibration and ECG signals.
Keywords:
Signal processing
Signal decomposition
Heuristic optimization
Concurrent signal decomposition
Successive signal decomposition

Journal

Mechanical Systems and Signal Processing cover
Mechanical Systems and Signal Processing
IF:
8.9
Papers:
1.3W
Citations:
6.6W

Organization

S
shanghai jiao tong university
Scholars:
15.2W
Papers: 11.5W
Citations: 159
C
Chongqing University
Scholars:
5.1W
Papers: 4.1W
Citations: 6.0W