一种基于人意图的遥操作启发式运动规划方法

Panhong Zhang, Tao Ni
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引用次数: 0

摘要

本文针对任务执行过程中对操作者及其带来的操作负荷有较强依赖性的问题,提出了一种人机协同运动规划方法。本文将隐马尔可夫模型得到的人的意图和遥操作系统中的通信延迟构成启发式运动规划的目标点。然后提出了一种基于目标点的复杂环境下车辆运动规划的启发式方法,使车辆在监测到人的意图变化后也能顺利运动。数值实验验证了基于人的意图框架的启发式运动规划方法,并对其在复杂环境下的优异性能进行了评价,验证了所提方法的可行性。
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A Heuristic Motion Planning Method based on Human Intention for Teleoperation Systems
In this paper, a human-machine collaborative motion planning method is put forward to deal with the matter that there is a strong dependence on the operator and the operation load brought by it in the course of task execution. In this paper, the human intention obtained by the hidden markov model and the communication delay in the teleoperation system constitute the target point of the heuristic motion planning. Then a heuristic method for vehicle motion planning in intricate environment based on the target point is presented, so that the vehicle can also move successfully after the change of human intention is monitored. The heuristic motion planning method based on human intention framework is confirmed in the numerical experiment, then its outstanding performance in the intricate environment is evaluated, and the feasibility of the proposed method has been verified.
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