Title :
Drivable road region detection using a single laser range finder for outdoor patrol robots
Author :
Shin, Youjin ; Jung, Changbae ; Chung, Woojin
Author_Institution :
Sch. of Mech. Eng., Korea Univ., Seoul, South Korea
Abstract :
For outdoor navigation, it is necessary to find the relevant features of outdoor road environments and detect drivable region for robot´s motion. This paper presents a methodology for extracting the drivable road region by detecting the prominent road features and obstacles through a single laser range finder. The prominent features of roads are curbs and the road surface. The laser range finder is mounted on the mobile robot, looks down the road with a small tilt angle, and obtains two-dimensional range data. The proposed method is computationally more efficient in comparison with vision-based techniques and applicable for various road conditions in target environment. Experimental results confirm the reliability of the algorithm.
Keywords :
collision avoidance; feature extraction; laser ranging; mobile robots; robot vision; traffic engineering computing; laser range finder; mobile robot; outdoor navigation; patrol robot; road feature; road region detection; vision-based technique; Detection algorithms; Educational institutions; Educational robots; Educational technology; Feature extraction; Motion detection; Navigation; Roads; Service robots; Vehicle detection;
Conference_Titel :
Intelligent Vehicles Symposium (IV), 2010 IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-7866-8
DOI :
10.1109/IVS.2010.5548080