移动机器人导航中的感知规划

H. Xu, J. Vandorpe
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引用次数: 9

摘要

本文讨论了多传感器移动机器人导航中的感知规划问题。提出了一种感知规划器,可以选择感知数据、调整传感器参数和选择融合技术。提出了用于选择感官数据的效用函数,并给出了效用函数的效果。感知规划师还可以在异常情况下进行高水平的不确定性管理,如数据监控、推理和决策。移动机器人上的一个实现说明了这个功能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Perception planning in mobile robot navigation
This paper discusses the perception planning in the navigation of multisensor mobile robots. It is suggested that a perception planner could select sensory data, adjust sensor parameters and select fusion techniques. Utility functions are proposed for the selection of sensory data and their effects are shown. A perception planner can also perform high level uncertainty management such as data monitoring, reasoning and decision making in abnormal situations. An implementation on a mobile robot illustrates this functionality.<>
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