کنفرانس بین المللی کنترل ، ابزار دقیق و اتوماسیون

صفحه اصلی / نهمین کنفرانس بین المللی کنترل ، ابزار دقیق و اتوماسیون

A Novel Cyber-Secure Algorithm in Cooperative Vehicles Platoon

نویسندگان :

Abolfazl Saadati Moghadam¹ Mohammad Haeri²

1- Sharif University of Technology 2- صنعتی شریف

کلمات کلیدی :

Vehicle platooning،Cyber-attacks،Secure control،Distributed model predictive control

چکیده :

This paper studies the problem of secure and resilient distributed cooperative control for autonomous vehicles under false data injection attacks on the vehicular communication network. We propose a model-based scheme to detect unknown data falsification attacks using the predicted trajectory in a distributed nonlinear model predictive control problem. First, as a local agent, each autonomous vehicle stores the information received from its neighboring vehicles to clarify anomalies. The recorded data is investigated over a temporal moving observation window which contains different prediction sequences of the distributed nonlinear model predictive control problem in the previous times. In the next step, a cumulative sum discriminator is employed to compare the predicted values from the observation window and measured values. Then, a recovery mechanism is designed to fulfill secure control of the connected automated vehicular platoons. Finally, a comparative simulation demonstrates the effectiveness and capability of the proposed strategies.

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بیشتر

ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 41.3.2