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Distributed algorithm for collision avoidance at road intersections in the presence of communication failures

Vladimir Savic (Institutionen för data- och informationsteknik, Nätverk och system (Chalmers) ) ; Elad Michael Schiller (Institutionen för data- och informationsteknik, Nätverk och system (Chalmers) ) ; Marina Papatriantafilou (Institutionen för data- och informationsteknik, Nätverk och system (Chalmers) )
IEEE Intelligent Vehicles Symposium (IV) p. 1005-1012. (2017)
[Konferensbidrag, refereegranskat]

Vehicle-to-vehicle (V2V) communication is a crucial component of the future autonomous driving systems since it enables improved awareness of the surrounding environment, even without extensive processing of sensory information. However, V2V communication is prone to failures and delays, so a distributed fault-tolerant approach is required for safe and efficient transportation. In this paper, we focus on the intersection crossing (IC) problem with autonomous vehicles that cooperate via V2V communications, and propose a novel distributed IC algorithm that can handle an unknown and large (yet finite) number of communication failures. Our analysis shows that both safety and liveness requirements are satisfied in all realistic situations. We also found, based on a real data set, that the crossing delay is only slightly increased even in the presence of highly correlated failures.

Nyckelord: autonomous vehicles, collision avoidance, distributed algorithms, road safety, V2V

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Denna post skapades 2017-08-28. Senast ändrad 2017-09-11.
CPL Pubid: 251468


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