A Risk Evaluation Framework in System Control Subject to Sensor Degradation and Failure

A Risk Evaluation Framework in System Control Subject to Sensor Degradation and Failure

Sensor degradation and failure often undermine users’ confidence in adopting a new data-driven decision-making model, especially in risk-sensitive scenarios. A risk assessment framework tailored to classification algorithms is introduced to evaluate the decision-making risks arising from sensor degr...

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Bibliographic Details
Main Authors: Tangxiao Yuan, Weilin Xu, Kondo Hloindo Adjallah, Huifen Wang, Linyan Liu, Junshan Xu
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Sensors
Subjects:
sensor failure
black box
risk prediction
risk assessment
decision-making
framework
Online Access:https://www.mdpi.com/1424-8220/24/5/1550

Internet

https://www.mdpi.com/1424-8220/24/5/1550

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