Platform for Energy Efficiency Monitoring Electrical Vehicle in Real World Traffic Simulation

Reham Almutairi, Giacomo Bergami, G. Morgan, Rohin Gillgallon
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Abstract

The increasing popularity and attention in VANETs has prompted researchers to develop accurate and realistic simulation tools. The realistic simulation for VANETs is a challenging task as road networks have high mobility of vehicles. Many efforts have been made in the VANET simulation area to meet the need for coupling network and road traffic simulation. However, none of them permits simulation based on IoT infrastructure. In this work, we are bridging the IoT simulation with the traffic simulation by proposing a novel simulator, Simulator-Bridger. To achieve this, our proposed simulator bridges IoTSim-OsmosisRES with Sumo, a traffic simulator, where the former had to be extended to support mobility vehicles. We substantiate the suitability of our proposed approach by showing how state-of-the-art IoT simulators can manage communication-network traffic information as generated by a real-life urban mobility scenario through VANET simulators.
真实世界交通仿真中电动汽车能效监测平台
VANETs的日益普及和关注促使研究人员开发准确和逼真的模拟工具。由于道路网络具有较高的车辆机动性,对VANETs进行逼真仿真是一项具有挑战性的任务。为了满足网络与道路交通仿真耦合的需要,在VANET仿真领域已经做了很多工作。然而,它们都不允许基于物联网基础设施的模拟。在这项工作中,我们通过提出一种新颖的模拟器模拟器-桥接器,将物联网模拟与交通模拟桥接起来。为了实现这一目标,我们提出的模拟器将IoTSim-OsmosisRES与交通模拟器Sumo连接起来,前者必须扩展以支持移动车辆。通过展示最先进的物联网模拟器如何通过VANET模拟器管理由现实生活中的城市交通场景生成的通信网络交通信息,我们证实了我们提出的方法的适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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