Title :
Development of an efficient perception system and a path planning algorithm for autonomous mobile robots
Author :
Matta, Sherif ; Chalhoub, Nabil G.
Author_Institution :
Mech. Eng. Dept., Wayne State Univ., Detroit, MI, USA
Abstract :
The current work deals with the development of enabling technologies for autonomous mobile robots. A perception system, based on a laser range finder sensor, has been developed to enable robots to construct 3-D maps of their surroundings from which projected free configuration space maps are generated. These maps are then used by a computationally efficient path planning algorithm to yield the shortest possible route between the current and the user-defined final position of the robot.
Keywords :
laser ranging; mobile robots; path planning; 3-D maps; autonomous mobile robots; laser range finder sensor; path planning algorithm; perception system; projected free configuration space maps; shortest possible route; user-defined final position; Algorithm design and analysis; Mobile robots; Path planning; Roads; Robot kinematics; Robot sensing systems; 3-D imaging; laser range finder (LRF); mapping; path planning; robot vision;
Conference_Titel :
Applied Imagery Pattern Recognition Workshop (AIPR): Sensing for Control and Augmentation, 2013 IEEE
Conference_Location :
Washington, DC
DOI :
10.1109/AIPR.2013.6749329