Research on the hazards of SAS failures and fault injection techniques in the FTC system of unmanned SBW vehicles

The commercial deployment of unmanned vehicles remains impeded by safety concerns, with failures in the steering angle sensor (SAS) of the steer-by-wire (SBW) system posing significant risks to operational safety. This paper addresses the gaps in the existing literature regarding the analysis of the hazards associated with SAS failures and the deficiency in research on fault injection strategies during experimental validation. By conducting a thorough examination of the typical faults and their consequences in SAS, we have developed a software-based fault injection strategy for the purposes of testing the efficacy of fault-tolerant control (FTC) systems. Experimental results from a real vehicle platform confirm the validity of the proposed fault injection strategy and the robustness of the FTC system.

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Publication Details

Published
2024-12-20
DOI
https://doi.org/10.1117/12.3054776
Primary Topic
Risk and Safety Analysis
Type
article
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Research on the hazards of SAS failures and fault injection techniques in the FTC system of unmanned SBW vehicles

Bo He, Miaohua Huang, Yongkang Hu, Ruoying Liu et al.
Risk and Safety Analysis
article

Research on the hazards of SAS failures and fault injection techniques in the FTC system of unmanned SBW vehicles

Bo He, Miaohua Huang, Yongkang Hu, Ruoying Liu, Siyuan Yin, Tianyue Zou
article en

Abstract

The commercial deployment of unmanned vehicles remains impeded by safety concerns, with failures in the steering angle sensor (SAS) of the steer-by-wire (SBW) system posing significant risks to operational safety. This paper addresses the gaps in the existing literature regarding the analysis of the hazards associated with SAS failures and the deficiency in research on fault injection strategies during experimental validation. By conducting a thorough examination of the typical faults and their consequences in SAS, we have developed a software-based fault injection strategy for the purposes of testing the efficacy of fault-tolerant control (FTC) systems. Experimental results from a real vehicle platform confirm the validity of the proposed fault injection strategy and the robustness of the FTC system.

Wuhan University of Technology (CN)
Climate action
Openalex Percentile: Top 76%
Risk and Safety Analysis
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