The Robotics Institute

Carnegie Mellon Robotics Institute

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Abstract

We present a new algorithm that enables a convex shaped robot to explore an unknown planar workspace, i.e., an unknown configuration space diffeomorphic to SE(2). This new algorithm is based on a new roadmap called the convex hierarchical generalized Voronoi graph (convex-HGVG), which is the central contribution of this paper. Since this roadmap is defined in terms of workspace distance information which is within line of sight of the convex body, we can use this roadmap to direct the robot to explore the unknown space. The challenge in defining the roadmap is that SE(2), with holes removed from it, does not have, in general, a one-dimensional retract. Therefore, we decompose the punctured SE(2) into contractible regions in which we define convex generalized Voronoi graphs (convex-GVG) and then connect these graphs with additional structures called R-edges. The convex-GVG edges and the R-edges together form the convex-HGVG. We show that the convex-HGVG is indeed a roadmap and then we demonstrate the control laws that a robot can invoke that incrementally constructs the roadmap.

Notes

Associated Lab(s) / Group(s): Biorobotics

Number of pages: 8

Text Reference

and Howie Choset, "Sensor-Based Exploration for Convex-Bodies: A New Roadmap for a Convex-shaped Robot," Proceedings of the 2002 IEEE International Conference on Robotics & Automation (ICRA '02), May, 2002.

BibTeX Reference

@inproceedings{_2002_4439,
   author = " and Howie Choset",
   title = "Sensor-Based Exploration for Convex-Bodies: A New Roadmap for a Convex-shaped Robot",
   booktitle = "Proceedings of the 2002 IEEE International Conference on Robotics & Automation (ICRA '02)",
   month = "May",
   year = "2002",
}

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