自动驾驶汽车远程操作中的建议提供

Yohai Trabelsi, Or Shabat, J. Lanir, Oleg Maksimov, Sarit Kraus
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引用次数: 1

摘要

无人驾驶汽车的远程操作技术最近备受关注,预计将在无人驾驶汽车处理无法独自处理的困难情况方面发挥重要作用。在这种情况下,位于远程操作中心的远程驾驶员可以远程驾驶车辆,直到情况得到解决。然而,远程驾驶是一项具有挑战性的任务,需要远程驾驶人的大量认知资源。我们的目标是在一些复杂的情况下通过给司机适当的建议来帮助远程司机。这些建议会显示在司机的屏幕上,帮助她做出正确的决定。为此,我们引入了TeleOperator Advisor (TOA),这是一种自适应代理,可以为远程驾驶员提供辅助建议。我们在基于模拟的两种情况下评估TOA:超车和通过红绿灯。结果表明,该建议有助于减轻远程驾驶员的认知负荷,提高驾驶性能。
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Advice Provision in Teleoperation of Autonomous Vehicles
Teleoperation of autonomous vehicles has been gaining a lot of attention recently and is expected to play an important role in helping autonomous vehicles handle difficult situations which they cannot handle on their own. In such cases, a remote driver located in a teleoperation center can remotely drive the vehicle until the situation is resolved. However, teledriving is a challenging task and requires many cognitive resources from the teleoperator. Our goal is to assist the remote driver in some complex situations by giving the driver appropriate advice. The advice is displayed on the driver’s screen to help her make the right decision. To this end, we introduce the TeleOperator Advisor (TOA), an adaptive agent that provides assisting advice to a remote driver. We evaluate the TOA in a simulation-based setting in two scenarios: overtaking a slow vehicle and passing through a traffic light. Results indicate that our advice helps to reduce the cognitive load of the remote driver and improve driving performance.
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