DocumentCode
2629236
Title
Outdoor Navigation of a Mobile Robot Using Differential GPS and Curb Detection
Author
Kim, Seung-Hun ; Roh, Chi-won ; Kang, Sung-Chul ; Park, Min-Yong
Author_Institution
Intelligent Robotics Res. Center, Korea Inst. of Sci. & Technol., Seoul
fYear
2007
fDate
10-14 April 2007
Firstpage
3414
Lastpage
3419
Abstract
This paper demonstrates a reliable navigation of a mobile robot in outdoor environment. We fuse differential GPS and odometry data using the framework of extended Kalman filter to localize a mobile robot. And also, we propose an algorithm to detect curbs through the laser range finder. An important feature of road environment is the existence of curbs. The mobile robot builds the map of the curbs of roads and the map is used for tracking and localization. The navigation system for the mobile robot consists of a mobile robot and a control station. The mobile robot sends the image data from a camera to the control station. The control station receives and displays the image data and the teleoperator commands the mobile robot based on the image data. Since the image data does not contain enough data for reliable navigation, a hybrid strategy for reliable mobile robot in outdoor environment is suggested. When the mobile robot is faced with unexpected obstacles or the situation that, if it follows the command, it can happen to collide, it sends a warning message to the teleoperator and changes the mode from teleoperated to autonomous to avoid the obstacles by itself. After avoiding the obstacles or the collision situation, the mode of the mobile robot is returned to teleoperated mode. We have been able to confirm that the appropriate change of navigation mode can help the teleoperator perform reliable navigation in outdoor environment through experiments in the road.
Keywords
Global Positioning System; Kalman filters; collision avoidance; laser ranging; mobile robots; motion control; robot vision; telerobotics; curb detection; differential GPS; extended Kalman filter; laser range finder; mobile robot; obstacle avoidance; outdoor navigation; teleoperation; Cameras; Control systems; Fuses; Global Positioning System; Mobile robots; Navigation; Roads; Robot control; Robot vision systems; Teleoperators;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation, 2007 IEEE International Conference on
Conference_Location
Roma
ISSN
1050-4729
Print_ISBN
1-4244-0601-3
Electronic_ISBN
1050-4729
Type
conf
DOI
10.1109/ROBOT.2007.364000
Filename
4209618
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