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A discrete-event and hybrid traffic simulation model based on SimEvents for intelligent transportation system analysis in Mcity
Discrete Event Dynamic Systems ( IF 1.4 ) Pub Date : 2019-07-23 , DOI: 10.1007/s10626-019-00286-w
Yue Zhang , Christos G. Cassandras , Wei Li , Pieter J. Mosterman

An intelligent transportation systems (ITS) is a typical cyber-physical system (CPS) in which physical components, for example, Connected Automated Vehicles (CAVs), are monitored and controlled through a network of cyber and physical components. Such systems, therefore, contain event-driven dynamics along with time-driven dynamics. The proposed discrete-event and hybrid simulation framework based on SimEvents facilitates testing for safety and performance evaluation of an ITS and has been used to build a traffic simulation model of the Mcity test facility. It is specifically designed for testing CAVs and contains various road/lane configurations and a complete instrumentation system. This enables users to study traffic at the microscopic level, including the effectiveness of new control algorithms for CAVs under different traffic scenarios, the event-driven aspects of transportation systems, and the effects of communication delays. The framework spans multiple toolboxes including MATLAB$^{{\circledR }}$, Simulink$^{{\circledR }}$, and SimEvents$^{{\circledR }}$.

中文翻译:

基于SimEvents的离散事件和混合交通仿真模型,用于Mcity智能交通系统分析

智能交通系统 (ITS) 是典型的网络物理系统 (CPS),其中物理组件,例如联网自动驾驶汽车 (CAV),通过网络和物理组件网络进行监控。因此,此类系统包含事件驱动的动态以及时间驱动的动态。提出的基于 SimEvents 的离散事件和混合仿真框架有助于测试 ITS 的安全和性能评估,并已用于构建 Mcity 测试设施的交通仿真模型。它专为测试 CAV 而设计,包含各种道路/车道配置和完整的仪表系统。这使用户能够在微观层面上研究交通,包括新的 CAV 控制算法在不同交通场景下的有效性,交通系统的事件驱动方面,以及通信延迟的影响。该框架跨越多个工具箱,包括 MATLAB$^{{\circledR }}$、Simulink$^{{\circledR }}$ 和 SimEvents$^{{\circledR }}$。
更新日期:2019-07-23
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