Range-Only SLAM for Robots Operating Cooperatively with Sensor Networks

Joseph Djugash, Sanjiv Singh, George A. Kantor, and Wei Zhang
IEEE International Conference on Robotics and Automation, May, 2006, pp. 2078 - 2084.


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Abstract
A mobile robot we have developed is equipped with sensors to measure range to landmarks and can simultaneously localize itself as well as locate the landmarks. This modality is useful in those cases where environmental conditions preclude measurement of bearing (typically done optically) to landmarks. Here we extend the paradigm to consider the case where the landmarks (nodes of a sensor network) are able to measure range to each other. We show how the two capabilities are complimentary in being able to achieve a map of the landmarks and to provide localization for the moving robot. We present recent results with experiments on a robot operating in a randomly arranged network of nodes that can communicate via radio and range to each other using sonar. We find that incorporation of inter-node measurements helps reduce drift in positioning as well as leads to faster convergence of the map of the nodes. We find that addition of a mobile node makes the SLAM feasible in a sparsely connected network of nodes.

Notes
Associated Center(s) / Consortia: Field Robotics Center
Associated Project(s): EMBER
Number of pages: 7

Text Reference
Joseph Djugash, Sanjiv Singh, George A. Kantor, and Wei Zhang, "Range-Only SLAM for Robots Operating Cooperatively with Sensor Networks," IEEE International Conference on Robotics and Automation, May, 2006, pp. 2078 - 2084.

BibTeX Reference
@inproceedings{Djugash_2006_5487,
   author = "Joseph Djugash and Sanjiv Singh and George A Kantor and Wei Zhang",
   title = "Range-Only SLAM for Robots Operating Cooperatively with Sensor Networks",
   booktitle = "IEEE International Conference on Robotics and Automation",
   pages = "2078 - 2084",
   month = "May",
   year = "2006",
}