Towards Safe Cooperative Autonomous Platoon systems using COTS Equipment

Harrison Kurunathan, José Santos, Duarte Moreira, Pedro Santos
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Abstract

The domain of Intelligent Transportation Systems (ITS) is becoming a key candidate to enable safer and efficient mobility in IoT enabled smart cities. Several recent research in cooperative autonomous systems are conducted over simulation frameworks as real experiments are still too costly. In this paper, we present a platooning robotic test-bed platform with a 1/10 scale robotic vehicles that functions based on the input front commercially off the shelf technologies (COTS) such as Lidars and cameras. We also present an in-depth analysis of the functionalities and architecture of the proposed system. We also compare the performance of the aforementioned sensors in some real-life emulated scenarios. From our results, we were able to concur that the camera based platooning is able to perform well at partially observable scenarios than its counterpart.
面向使用COTS设备的安全协作自主排系统
智能交通系统(ITS)领域正在成为实现物联网智能城市更安全、更高效移动的关键候选者。由于实际实验成本过高,近年来对协作自治系统的一些研究都是在仿真框架上进行的。在本文中,我们提出了一个具有1/10比例的机器人车辆的队列机器人测试平台,该平台基于商业上现成的技术(COTS),如激光雷达和摄像头。我们还对提出的系统的功能和架构进行了深入的分析。我们还比较了上述传感器在一些真实仿真场景中的性能。从我们的结果来看,我们能够同意基于相机的队列能够在部分可观察的场景中表现得更好。
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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