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Dual‐Observer Based Resilient Control for Vehicle Trajectory Tracking Under Tri‐Modal Cyber Attacks
Dual‐Observer Based Resilient Control for Vehicle Trajectory Tracking Under Tri‐Modal Cyber Attacks
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Dual‐Observer Based Resilient Control for Vehicle Trajectory Tracking Under Tri‐Modal Cyber Attacks
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Dual‐Observer Based Resilient Control for Vehicle Trajectory Tracking Under Tri‐Modal Cyber Attacks
Dual‐Observer Based Resilient Control for Vehicle Trajectory Tracking Under Tri‐Modal Cyber Attacks

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Dual‐Observer Based Resilient Control for Vehicle Trajectory Tracking Under Tri‐Modal Cyber Attacks
Dual‐Observer Based Resilient Control for Vehicle Trajectory Tracking Under Tri‐Modal Cyber Attacks
Journal Article

Dual‐Observer Based Resilient Control for Vehicle Trajectory Tracking Under Tri‐Modal Cyber Attacks

2025
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Overview
This study addresses vehicle trajectory tracking control under tri‐modal cyber attacks, encompassing fixed sensor‐to‐controller/controller‐to‐actuator channel attacks in lateral dynamics and sparse multi‐sensor attacks in position tracking. A hybrid fuzzy modeling framework is developed, integrating fuzzy logic inference with Takagi‐Sugeno fuzzy techniques to approximate vehicle dynamics with time‐varying velocity, payload‐dependent mass, and unmeasurable cornering stiffness avoiding the conservatism inherent in conventional linear fractional transformation approaches for cornering stiffness parameterization. A dual‐observer architecture combining an extended state observer and a supervisory fuzzy reduced‐order observer (ESO‐SFRO) is proposed for simultaneous system state reconstruction and tri‐modal attack signal estimation. Based on the estimated states, a cyber‐resilient controller is designed to ensure lateral stability and trajectory tracking accuracy. Experimental validation via CarSim/Simulink co‐simulation demonstrates the proposed ESO‐SFRO based controller exhibits superior dynamic stability and trajectory tracking performance under coupled cyber‐physical disturbances. This study proposes a hybrid fuzzy modeling framework for vehicle trajectory tracking under tri‐modal cyber attacks, integrating Takagi‐Sugeno techniques to handle time‐varying dynamics and unmeasurable cornering stiffness. A dual‐observer architecture (ESO‐SFRO) simultaneously reconstructs system states and estimates attack signals, enabling a cyber‐resilient controller that ensures lateral stability and tracking accuracy. CarSim/Simulink co‐simulation validates the controller's robustness against coupled cyber‐physical disturbances.