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Connected cruise control design using probabilistic model checking


Journal:
Ge JI, Orosz G, Murray RM , (). Connected cruise control design using probabilistic model checking . , 4964–4970

Abstract:

In this paper, we synthesize a connected cruise controller with performance guarantee using probabilistic model checking, for a vehicle that receives motion information from several vehicles ahead through wireless vehicle-to-vehicle communication. We model the car-following dynamics of the preceding vehicles as Markov chains and synthesize the connected cruise controller as a Markov decision process. We show through simulations that such a design is robust against imperfections in communication.

URL: http://dx.doi.org/10.23919/ACC.2017.7963724

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