posted on 2020-09-28, 12:47authored byJianglin Lan, Dezong Zhao
Vehicle platooning gains its popularity in improving
traffic capacity, safety and fuel saving. The key requirements
of an effective platooning strategy include keeping a safe intervehicle
space, ensuring string stability and satisfying vehicular
constraints. To meet these requirements, this paper proposes
a distributed min-max model predictive control (MPC). One
technical contribution is that the proposed MPC can guarantee
input-to-state predecessor-follower string stability, in the presence
of vehicle-to-vehicle communication delays and realistic
constraints. Another technical contribution is the development of
a new concept of input-to-state stability margin for analyzing the
platooning system that is nonlinear under MPC. The proposed
MPC is applicable to both homogeneous and heterogeneous
platoons because only the point-mass vehicle model is needed.
The proposed MPC also has reduced communication burden
because each vehicle in the platoon only transmits its current
acceleration to the adjacent follower. The design efficacy is
verified by simulating a platoon composed of five vehicles under
different uncertainties and communication delays.
Funding
Towards Energy Efficient Autonomous Vehicles via Cloud-Aided Learning
Engineering and Physical Sciences Research Council
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