面向网联自动驾驶队列的信息安全控制

Translated title of the contribution: Information Security Control for Connected Automated Vehicle Platoons

Research output: Contribution to journalArticlepeer-review

Abstract

Since connected automated vehicles are vulnerable to cyberattacks in an open communication environment, a security control method was proposed to ensure the safe driving behavior of vehicles under cyberattacks. The system architecture was first designed, which integrated detection and repair mechanisms. Then, an anomaly detection method based on the threshold of vehicle dynamics parameters and a double-stranded repair based on the DNA double helix structure were presented specifically. Through the anomaly detection method, the rationality of the vehicle dynamics parameters such as acceleration, speed, and displacement was derived; if the parameters' values are abnormal, the repair mechanism worked and repaired the abnormality to stabilize the vehicle driving behavior. To verify the effectiveness of the proposed method, a series of simulations were conducted, where three scenarios were discussed, i.e., no detection mechanism, detection mechanism, and detection mechanism failure. Simulation results show that cyberattacks can influence vehicles' behaviors, and the proposed safety control method can relieve or resist the impact of cyberattacks effectively. The research results will provide a scientific basis for designing security schemes and keeping the platoons run safely and stably.

Translated title of the contributionInformation Security Control for Connected Automated Vehicle Platoons
Original languageChinese (Traditional)
Pages (from-to)517-532
Number of pages16
JournalBeijing Gongye Daxue Xuebao / Journal of Beijing University of Technology
Volume48
Issue number5
DOIs
StatePublished - May 2022

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