Auction-Based Traffic Management: Towards Effective Concurrent Utilization of Road Intersections

H. Schepperle, Klemens Böhm
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引用次数: 47

Abstract

Valuation-aware traffic-control mechanisms for road intersections take the valuations of reduced waiting time of the individual drivers into account. They use agents to avoid any disturbance of the driver, and they feature mechanisms specifically designed for negotiating valuations. While such mechanisms do indeed increase overall driver satisfaction, they only allow one vehicle at a time to use the intersection so far. But the concurrent utilization of an intersection is an important feature needed in reality. This paper proposes new auction-based intersection control mechanisms allowing for concurrency. Their design has been challenging due to complex traffic-specific requirements like the high number of agents involved or varying space and time consumption of vehicles crossing the intersection. Experiments show that they yield a significantly higher degree of overall driver satisfaction than state-of-the-art mechanisms.
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基于拍卖的交通管理:面向交叉口有效并行利用的研究
交叉口价值感知交通控制机制考虑了个体驾驶员减少等待时间的价值。他们使用代理人来避免司机的任何干扰,他们的特点是专门为谈判估值设计的机制。虽然这种机制确实提高了驾驶员的总体满意度,但到目前为止,它们只允许一辆车同时使用十字路口。但是交叉口的并发利用是现实中需要的一个重要特性。本文提出了新的基于拍卖的交叉控制机制,允许并发。由于复杂的交通特定要求,比如涉及的代理数量很多,或者车辆穿过十字路口的空间和时间消耗不同,它们的设计一直具有挑战性。实验表明,与最先进的机制相比,它们产生的总体驾驶员满意度要高得多。
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