Title :
3D global and mobile sensor data fusion for mobile platform navigation
Author :
Steinhaus, Peter ; Walther, Marcus ; Giesler, Björn ; Dillmann, Rüdiger
Author_Institution :
Inst. for Comput. Design & Fault Tolerance, Karlsruhe, Germany
fDate :
April 26-May 1, 2004
Abstract :
Efficient navigation of mobile platforms in dynamic, human centered environments is still an open research topic. We have already proposed an architecture (MEPHISTO) for a navigation system that is able to fulfill the main requirements of efficient navigation: fast and reliable sensor processing, extensive global world modeling and distributed path planning. Our architecture uses a distributed system of sensor processing, world modeling and path planning units. In this paper we present some implemented methods in the context of dynamic object detection and global and mobile sensor data fusion for 3D world modeling. Experimental results of the system in the laboratory environment are presented.
Keywords :
mobile robots; navigation; object detection; path planning; robot vision; sensor fusion; 3D world modeling; MEPHISTO architecture; distributed path planning; distributed system; dynamic object detection; global world modeling; human centered environments; mobile platform navigation; mobile robots; mobile sensor data fusion; navigation system; robot vision; sensor processing; Distributed control; Humans; Laser fusion; Laser modes; Mobile computing; Navigation; Path planning; Robots; Sensor fusion; Sensor systems;
Conference_Titel :
Robotics and Automation, 2004. Proceedings. ICRA '04. 2004 IEEE International Conference on
Print_ISBN :
0-7803-8232-3
DOI :
10.1109/ROBOT.2004.1308767