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Perception-based navigation for mobile robots

机译:移动机器人的基于感知的导航

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Ongoing research on multi-robot collaborative navigation conducted in the Intelligent Robotics Lab at Vanderbilt University is introduced. Range-free egocentric representations for navigation have been previously developed for a single robot. We refer to this method as perception-hosed navigation (PBN). This paper will show that the concept of PBN can be extended from a single robot to a group of robots to achieve collaborative navigation. One robot attempts to reach a target region by sharing its sensory information with the knowledge of another. PBN approach separates sensing and navigation from planning. Our assumption is that one robot is lost or new in an environment, which is known to another robot. The new robot asks for assistance by presenting its egocentric world perceptions. We show the PBN idea is expandable to handle collaborative efforts to achieve a goal.
机译:介绍了范德堡大学智能机器人实验室正在进行的多机器人协作导航研究。用于导航的无范围以自我为中心的表示之前已经为单个机器人开发了。我们将这种方法称为感知管道导航 (PBN)。本文将表明 PBN 的概念可以从单个机器人扩展到一组机器人,以实现协作导航。一个机器人试图通过与另一个机器人的知识共享其感官信息来到达目标区域。PBN 方法将传感和导航与规划分开。我们的假设是,一个机器人在另一个机器人已知的环境中丢失或新出现。新机器人通过展示其以自我为中心的世界观来寻求帮助。我们表明 PBN 的想法是可扩展的,以处理实现目标的协作努力。

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