Multi-Robot Collaboration for Robust Exploration

Ioannis Rekleitis, Gregory Dudek, Evangelos Milios
In IEEE International Conference on Robotics and Automation (ICRA) 2000. [328 citations]

Abstract

Abstract: This paper presents a new sensing modality and stratagem for multirobot exploration. The approach is based on using pairs of robots that observe each other's behavior, acting in concert to reduce odometry errors. We assume the robots can both directly sense nearby obstacles and see each other. This allows the robots to obtain a map of higher accuracy than would be possible with robots acting independently bu reducing inaccuracies that occur over time from dead reckoning errors. Furthermore, by exploiting the ability of the robots to see each other, we can detect opaque obstacles in the environment independently of their surface reflectance properties. Two different algorithms, based on the size of the environment, are introduced, with a complexity analysis, and experimental results in simulation and with real robots.

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BibTeX

@inproceedings{Rekleitis2000a,
  author       = {Ioannis Rekleitis and Gregory Dudek and Evangelos Milios},
  title        = {Multi-Robot Collaboration for Robust Exploration},
  booktitle    = {IEEE International Conference on Robotics and Automation
		 (ICRA)},
  year	       = {2000},
  address      = {San Francisco, CA, USA},
  month        = {Apr.},
  pages        = {3164-3169}
}

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Mon Sep 16 06:21:02 EDT 2019