Fault Diagnosis of an Autonomous Vehicle With an Improved SVM Algorithm Subject to Unbalanced Datasets

Safety is one of the key requirements for automated vehicles and fault diagnosis is an effective technique to enhance the vehicle safety. The model-based fault diagnosis method models the fault into the system model and estimates the faults by observer. In this article, to avoid the complexity of de...

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Veröffentlicht in:IEEE transactions on industrial electronics (1982) Jg. 68; H. 7; S. 6248 - 6256
Hauptverfasser: Shi, Qian, Zhang, Hui
Format: Journal Article
Sprache:Englisch
Veröffentlicht: New York IEEE 01.07.2021
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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ISSN:0278-0046, 1557-9948
Online-Zugang:Volltext
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