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SPERT: A Speed Limit Strategy for Recurrent Traffic Jams

机译:SPERT:经常性交通拥堵的限速策略

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摘要

This paper proposes and simulates a speed limit controller for recurrent traffic jams (SPERT). SPERT is a simple yet efficient variable speed limit (VSL) control strategy based on the behavior of the optimal controller without any need for online optimization. The online implementation of SPERT is a simple rule-based controller that activates and deactivates the corresponding variable speed limit when the densities of the dominant bottlenecks (which are found offline) reach predefined thresholds. These thresholds are defined in order to activate and deactivate the speed limits at the same bottleneck density at which they would be activated or deactivated in the nominal case. The simulation results show that SPERT is able to approach the optimal behavior while eliminating online computational cost, increasing robustness, and outperforming previously proposed easy-to-implement VSL control algorithms.
机译:本文提出并仿真了一种经常性交通拥堵的速度限制控制器(SPERT)。 SPERT是一种简单而有效的变速限制(VSL)控制策略,它基于最优控制器的行为,而无需进行在线优化。 SPERT的在线实现是一个简单的基于规则的控制器,当主要瓶颈(可在离线状态下找到)的密度达到预定义的阈值时,它会激活和停用相应的变速限制。定义这些阈值是为了在相同的瓶颈密度下激活和停用速度限制,而在正常情况下将在该瓶颈密度下激活或停用。仿真结果表明,SPERT能够逼近最佳性能,同时消除了在线计算成本,提高了鲁棒性,并且性能优于先前提出的易于实现的VSL控制算法。

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