移动网络中遥控驾驶的可行性测量

S. Neumeier, Ermias Andargie Walelgne, Vaibhav Bajpai, J. Ott, Christian Facchi
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引用次数: 39

摘要

遥控驾驶是指由人类驾驶员遥控驾驶车辆。遥控驾驶的概念需要使用移动网络,而移动网络通常会经历可变吞吐量、可变延迟和不均匀的网络覆盖。为了研究远程操作驾驶是否可以在现代移动网络中实现,我们在现实世界中驾驶车辆时进行了测量。我们使用互补的测量设置来获得可以比较的结果。该数据集由大约5200公里(4660分钟)的驾驶测量组成。结果表明,远程操控驾驶是可行的,但由于网络参数的高方差,使得系统难以在任何时间使用。由此看来,车辆的速度和到基站的距离可能不会影响遥控驾驶,而使用改变的无线电技术进行切换,信号强度和到遥控站的距离可能会产生影响。讨论了克服这些问题的可能缓解措施以及基本的白名单方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Measuring the Feasibility of Teleoperated Driving in Mobile Networks
Teleoperated Driving is the remote control driving of a vehicle by a human driver. The concept of Teleoperated Driving requires the use of mobile networks, which typically experience variable throughput, variable latency and uneven network coverage. To investigate whether Teleoperated Driving can be possible with contemporary mobile networks, we have conducted measurements while driving with vehicles in the real world. We used complementary measurement setups to obtain results that can be compared. The dataset consists of about 5200 km (4660 minutes) driving measurements. Results show that Teleoperated Driving could be possible, but the high variance of network parameters makes it difficult to use the system at all times. It appears that the speed of the vehicle and the distance to the base station may not influence Teleoperated Driving, while handover with changed radio technology, signal strength and distance to the teleoperation station may have an impact. Possible mitigations to overcome these problems along with a basic whitelisting approach is discussed.
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