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Self-enhancing robot localization via local memory tags
Publikationstyp
Conference Paper
Date Issued
2011
Sprache
English
Author(s)
Institut
Start Page
395
End Page
400
Article Number
6144916
Citation
ICARA 2011 - Proceedings of the 5th International Conference on Automation, Robotics and Applications : Wellington, New Zealand, 6 - 8 December 2011. - Piscataway, NJ, 2011. - (): art. no. 6144916 395-400 (2011)
Contribution to Conference
Publisher DOI
Scopus ID
Publisher
IEEE
ISBN of container
978-1-4577-0328-7
This paper presents experimental results on localization of indoor mobile robots with limited sensor capabilities. With probabilistic global occupancy knowledge of the environment the robot is able to locate itself near obstacles. Far from obstacles the estimate gets inaccurate due to slippage. To increase the accuracy of the estimation in these regions we suggest integrating local memory tags without initial knowledge on their position. The memory tags could also be RFID tags or fixed sensor nodes of a stationary sensor network. These local storages are used to save a processed actual estimate of the robot when it is within communication range. Hence the tags passively get an estimate of their own position which in turn is used by passing robots. Experiments show that even without initial position information for robot and local memory tags and despite vague and partially erroneous information of the robot, the position information of the tags converges towards a good stationary value and thus enhancing robot positioning.
Subjects
localization
memory tag
position probability grids
positioning
RFID tag
self-optimization
DDC Class
600: Technik
620: Ingenieurwissenschaften