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Collision Avoidance Dynamics Among Heterogeneous Agents: The Case of Pedestrian/Vehicle Interactions

机译:异构代理中的碰撞避免动力学:行人/车辆交互的情况

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The dynamics of agent-based models and systems provides a framework to face complex issues related to the management of future cities, such as transportation and mobility. Once validated against empirical data, the use of agent-based simulations allows to envision and analyse complex phenomena, not directly accessible from the real world, in a predictive and explanatory scheme. In this paper, we apply this paradigm by proposing an agent-based simulation system focused on pedestrian/vehicle interactions at non-signalized intersections. The model has been designed based on the results gathered by means of an observation, executed at a non-signalized intersection characterized by a relevant number of pedestrian-car accidents in the past years. Manual video-tracking analyses showed that the interactions between pedestrians and vehicles at the zebra cross are generally composed of three phases: (i) the pedestrian freely walks on the side-walk approaching the zebra; (ii) at the proximity of the curb, he/she slows down to evaluate the safety gap from approaching cars to cross, possibly yielding to let the car pass (appraising); (iii) the pedestrian starts crossing. The overall heterogeneous system is composed of two types of agents (i.e. vehicle and pedestrian agents), defining the subjects of the interactions under investigation. The system is used to reproduce the observed traffic conditions and analyse the potential effects of overloading the system on comfort and safety of road users.
机译:基于代理的模型和系统的动态提供了面对与未来城市管理相关的复杂问题的框架,例如运输和移动性。一旦验证了经验数据,就可以在预测和解释的方案中,使用基于代理的模拟的使用允许设想和分析不直接从现实世界访问的复杂现象。在本文中,我们通过提出基于代理的仿真系统来应用该范例,该系统集中于非信号交叉口的行人/车辆交互。该模型基于通过观察收集的结果设计,在非信号交叉路口执行,其特征在于过去几年的行人轿厢事故。手动视频跟踪分析表明,斑马十字架上的行人和车辆之间的相互作用通常由三个阶段组成:(i)行人自由地走在斑马的侧面走路上; (ii)在遏制附近,他/她慢下以评估从接近汽车交叉的安全差距,可能会屈服于让汽车通行证(评价); (iii)行人开始过境。总体异质系统由两种类型的试剂(即车辆和行人药剂)组成,定义了调查下的相互作用的主题。该系统用于重现观察到的交通状况,并分析超载系统对道路使用者的舒适性和安全性的潜在影响。

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