Submarine Cable Vibration Signal Recognition Based on Sparrow Search Algorithm Optimized Support Vector Machine

Submarine Cable Vibration Signal Recognition Based on Sparrow Search Algorithm Optimized Support Vector Machine

Online status monitoring and fault recognition of photoelectric composite submarine cables (hereinafter referred to as submarine cables) offers an effective approach for early warning of faults in submarine cables. In order to improve the speed and accuracy of this practice, this paper proposes a su...

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Bibliographic Details
Main Authors: GUO Jiaxing, QIAN Junxia, LIU Rui, MA Hongjuan
Format: Article
Language:zho
Published: Editorial Office of Control and Information Technology 2023-10-01
Series:Kongzhi Yu Xinxi Jishu
Subjects:
pattern recognition
submarine cable
sparrow search algorithm(SSA)
support vector machine(SVM)
signal decomposition
Online Access:http://ctet.csrzic.com/thesisDetails#10.13889/j.issn.2096-5427.2023.05.200
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