Self-enhancing robot localization via local memory tags

Link:
Autor/in:
Verlag/Körperschaft:
Hamburg University of Technology
Erscheinungsjahr:
2011
Medientyp:
Text
Schlagworte:
  • localization
  • memory tag
  • position probability grids
  • positioning
  • RFID tag
  • self-optimization
  • 600: Technik
  • 620: Ingenieurwissenschaften
Beschreibung:
  • 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. © 2011 IEEE.
Beziehungen:
DOI 10.1109/ICARA.2011.6144916
Quellsystem:
TUHH Open Research
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Quelldatensatz
oai:tore.tuhh.de:11420/12172