Title :
Mobile robot localization in dynamic environments using places recognition
Author :
Aycard, Olivier ; Laroche, Pierre ; Charpillet, François
Author_Institution :
LORIA, Vandoeuvre-les-Nancy, France
Abstract :
We present a new method to localize a mobile robot in dynamic environments. This method is based on place recognition, and a match between places recognized and the sequence of places that the mobile robot is able to see during a run from an initial place to an ending place. Our method gives a coarse idea of the robot´s position and orientation. Moreover, the robot can determine the actual state of places (i.e. open doors, closed doors)
Keywords :
hidden Markov models; mobile robots; navigation; object recognition; path planning; pattern matching; position control; ultrasonic transducers; dynamic environments; hidden Markov model; localization; mobile robot; navigation; pattern match; place based positioning; places recognition; position control; transition probability; ultrasonic sensors; Dead reckoning; Grid computing; Mobile robots; Navigation; Robot sensing systems; Robustness; Rotation measurement; Wheels;
Conference_Titel :
Robotics and Automation, 1998. Proceedings. 1998 IEEE International Conference on
Conference_Location :
Leuven
Print_ISBN :
0-7803-4300-X
DOI :
10.1109/ROBOT.1998.680907