A Simple Cellular Automaton Model with Limited Braking Rule

TRAFFIC AND GRANULAR FLOW '13(2015)

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摘要
Despite its simplicity, the Nagel-Schreckenberg (NaSch) traffic cellular automaton is able to reproduce empirically observed traffic phenomena such as spontaneous traffic jam formation. Most traffic cellular automata models achieve collision-free driving by explicitly allowing for unlimited braking capabilities. However, it is rather natural to view the collision-free traffic flow as a consequence of moderate driving instead of infinite braking capabilities. Lee et al. (Phys Rev Lett 23:238702, 2004) introduced a traffic model that limits the vehicles' acceleration and deceleration rates to realistic values. The underlying rules of motion in this model are, however, quite complicated. In this article, we introduce and analyse a modified version of the NaSch traffic model with simple rules of motion and limited braking capabilities. We achieve collision-free driving with realistic deceleration rates by the introduction of the function mu(nu(i+1)(t), delta(i)(t)) which determines a vehicle's new speed depending on the preceding vehicle's speed nu(i+1)(t) and the distance delta(i)(t) to its predecessor. After proving that this function limits the maximum deceleration rate to realistic values and guarantees the collision-freeness at the same time, we investigate the resulting traffic dynamics.
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关键词
Limited Braking, Traffic Cellular Automaton, Braking Capability, Maximum Deceleration Rate, Traffic Flow
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