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Negotiation Between Vehicles and Pedestrians for the Right of Way at Intersections

机译:交叉口车辆和行人之间的通行权谈判

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摘要

The higher social attention and negotiation among road users while crossing the road is as much a challenge for self-driving cars as it is for pedestrians. Self-driving cars in their current state are not able to understand cues from other road users and are rather reactive to pedestrian behavior, which may result overall in a slower traffic flow. In this paper, a vehicle-pedestrian negotiation model is proposed describing the processing and exchange of negotiation cues from both parties in order to speed up the traffic flow. The motion strategy for the vehicle approaching the pedestrian is formulated in order to negotiate its best chance to pass first, a process that closely mimics the common scenarios of everyday negotiation on roads. Simulation results show an improvement in the overall travel time of the vehicles as compared with the current best practice behavior (always stop) of autonomous vehicles. The cost-benefit analysis of negotiation among both parties is also discussed in this paper.
机译:过马路时,道路使用者之间较高的社会关注度和谈判能力对自动驾驶汽车和行人都同样构成挑战。当前状态下的自动驾驶汽车无法理解其他道路使用者的提示,而会对行人的行为做出反应,这可能会导致整体交通流量降低。本文提出了一种车辆与行人的协商模型,该模型描述了双方协商线索的处理和交换,以加快交通流量。制定了接近行人的车辆的运动策略,以便协商其最先通过的最佳机会,该过程紧密模拟了日常道路协商的常见情况。仿真结果表明,与当前自动驾驶汽车的最佳实践(始终停止)相比,车辆的总行驶时间有所改善。本文还讨论了双方协商的成本效益分析。

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