丢包对连网重型车辆避碰算法的影响

Venkata Ramani Shreya Yellapantula, K. Devika, S. Subramanian
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引用次数: 0

摘要

高级驾驶员辅助系统在重型商用道路车辆中越来越重要,因为它们在减少人为错误是主要原因的道路事故方面具有很高的潜力。基于车对车通信的碰撞避免算法(CAA)可以补充车载传感器,并在检测到威胁时自动刹车,从而帮助减少这些事故。然而,由于这种通信网络的无线性质和动态拓扑结构,丢包是安全相关应用(如避碰)的主要挑战。因此,本文利用硬件在环实验平台研究丢包对CAA性能的影响。观察到,期望的最终间距保持不变,但当主车辆在近距离跟随前车时,观察到提前制动。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Effect of Packet Loss on a Connected Heavy Vehicle Collision Avoidance Algorithm
Advanced Driver Assistance Systems in Heavy Commercial Road Vehicles are of increasing importance due to their high potential in reducing road accidents, where human error is the major contributor. A Vehicle-to-Vehicle communication-based Collision Avoidance Algorithm (CAA) can help in reducing these accidents by complementing the onboard sensors and applying brakes automatically upon detecting a threat. However, due to the wireless nature and dynamic topology of this communication network, packet loss is a major challenge for safety-related applications like collision avoidance. Hence, the effect of packet loss on the performance of CAA was investigated using a Hardware-in-Loop experimental platform in this paper. It was observed that the desired final spacing was maintained but, early braking was observed when the host vehicle followed the lead vehicle at close distances.
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