Title :
Distributed map-making and navigation in dynamic environments
Author :
Jennings, James ; Kirkwood-Watts, Chris ; Tanis, Craig
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Tulane Univ., New Orleans, LA, USA
Abstract :
We present an implemented distributed map-making algorithm based on an online generation of an approximation to the generalized Voronoi graph of the robots´ environment. Using sonar sensors, a team of mobile robots constructs maps which are topological and relatively sparse, and hence are well suited to basic path-planning approaches. The maps also contain metric data which could be used to detect changes in a dynamic environment automatically. The implementation addresses robot interactions that occur during mapping; the map merge algorithm is simple and uses a robust metric to produce reliable combined maps. A corresponding navigation algorithm which uses these maps has proven reliable in dynamic environments, i.e. when the world has changed since the map was made
Keywords :
computational geometry; data structures; mobile robots; multi-robot systems; path planning; sonar; distributed map-making; dynamic environments; generalized Voronoi graph; map merge algorithm; metric data; navigation; robot interactions; sonar sensors; Approximation algorithms; Data structures; Distributed power generation; Intelligent robots; Mobile robots; Navigation; Road transportation; Robotics and automation; Robustness; Sonar;
Conference_Titel :
Intelligent Robots and Systems, 1998. Proceedings., 1998 IEEE/RSJ International Conference on
Conference_Location :
Victoria, BC
Print_ISBN :
0-7803-4465-0
DOI :
10.1109/IROS.1998.724842