TN-GTN: fault diagnosis of aircraft wiring network over edge computing

TN-GTN: fault diagnosis of aircraft wiring network over edge computing

Abstract Fault diagnosis of the aircraft wiring network plays an important role in the intelligent manufacture of the aircraft. Many studies focus on the feature-based machine learning methods. However, these methods are improper in handling the data on heterogeneous graphs. Due to the scatter of th...

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Bibliographic Details
Main Authors: Tian Wang, Qiang Fang, Gongping Liu, Meng Chi, Yuanqi Luo, Jianming Shen
Format: Article
Language:English
Published: SpringerOpen 2022-07-01
Series:EURASIP Journal on Wireless Communications and Networking
Subjects:
Edge computing
Fault diagnosis
Aircraft wiring network
Feature enhancement
Graph transformer network (GTN)
Online Access:https://doi.org/10.1186/s13638-022-02148-w

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