Authority Transfer According to a Driver Intervention Intention Considering Coexistence of Communication Delay

IF 2.6 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computers Pub Date : 2023-11-08 DOI:10.3390/computers12110228
Taeyoon Lim, Myeonghwan Hwang, Eugene Kim, Hyunrok Cha
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Abstract

Recently, interest and research on autonomous driving technology have been actively conducted. However, proving the safety of autonomous vehicles and commercializing autonomous vehicles remain key challenges. According to a report released by the California Department of Motor Vehicles on self-driving, it is still hard to say that self-driving technology is highly reliable. Until fully autonomous driving is realized, authority transfer to humans is necessary to ensure the safety of autonomous driving. Several technologies, such as teleoperation and haptic-based approaches, are being developed based on human-machine interaction systems. This study deals with teleoperation and presents a way to switch control from autonomous vehicles to remote drivers. However, there are many studies on how to do teleoperation, but not many studies deal with communication delays that occur when switching control. Communication delays inevitably occur when switching control, and potential risks and accidents of the magnitude of the delay cannot be ignored. This study examines compensation for communication latency during remote control attempts and checks the acceptable level of latency for enabling remote operations. In addition, supplemented the safety and reliability of autonomous vehicles through research that reduces the size of communication delays when attempting teleoperation. It is expected to prevent human and material damage in the actual accident situation.
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考虑通信延迟共存的驾驶员干预意图下的权限转移
近年来,人们对自动驾驶技术的兴趣和研究一直很活跃。然而,证明自动驾驶汽车的安全性和自动驾驶汽车的商业化仍然是关键的挑战。根据加州机动车辆管理局发布的一份关于自动驾驶的报告,目前还很难说自动驾驶技术是高度可靠的。在完全自动驾驶实现之前,为了确保自动驾驶的安全,有必要将权力移交给人类。一些技术,如远程操作和基于触觉的方法,正在开发基于人机交互系统。本研究涉及远程操作,并提出了一种将控制从自动驾驶车辆切换到远程驾驶员的方法。然而,关于如何进行远程操作的研究很多,但涉及切换控制时出现的通信延迟的研究不多。在切换控制过程中不可避免地会出现通信延迟,延迟量级的潜在风险和事故不容忽视。本研究检查了远程控制尝试期间通信延迟的补偿,并检查了启用远程操作的可接受延迟级别。此外,通过研究减少远程操作时通信延迟的大小,补充了自动驾驶汽车的安全性和可靠性。在实际事故情况下,预计能防止人员和物质损失。
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来源期刊
Computers
Computers COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-
CiteScore
5.40
自引率
3.60%
发文量
153
审稿时长
11 weeks
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