An adaptive fuzzy control technique for a high-speed vehicular platoon experiencing communication delays

IET INTELLIGENT TRANSPORT SYSTEMS(2024)

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摘要
Vehicle platooning is seen as an enabler to improve driving safety, traffic congestion and stress-free driving. A platoon is a highly non-linear system and fuzzy control is able to deal with those systems. This paper presents a pioneering solution to the complex problem of vehicle platooning. Our adaptive controller seamlessly integrates fuzzy logic with conventional PID control technology, thereby ensuring safe and efficient travel for vehicles within a platoon. The key objectives of this controller encompass the maintenance of a consistent inter-vehicle time gap and the consideration of time-varying parameter uncertainties and communication delays between vehicles. It provides mathematical proof of the stability of the platoon formation using the Routh-Hurwitz theorem and a set of equations that describe the platoon's overall performance. Simulation results show that the proposed controller is effective in controlling vehicle platoons, even in the presence of random communication delays, resulting in improved driving safety and reduced traffic congestion. This paper presents a novel controller that combines fuzzy logic with PID control to address homogeneous and heterogeneous time-varying parameter uncertainty and V2V time-varying communication delays in the high-speed vehicular platoon.image
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关键词
adaptive control,fuzzy control,on-board communications,stability,vehicle dynamics and control
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