Title :
Cooperative map building of multi-robot based on grey fusion
Author :
Yun, Xie ; Yang Yi-min ; Yi-min, Xia
Author_Institution :
Fac. of Autom., Guangdong Univ. of Technol., China
Abstract :
This paper focuses on an uncertainty variational environment to build a cooperative map of distributed multi-robot system. A sensor information express method with grey number is introduced, and a sub grid map building of single robot is introduced too. There is a precondition that the autonomous mobile robot have localized by its cyber-vision. Based on grey system theory, a grey fusion method of multi sub-map is designed to gain whole grid map which describes whole environment via communication cooperation among multi-robot. Furthermore, a method is proposed which avoids the sonar interfere among robots. Map building experiments are performed finally on simulation platforms of autonomous robot soccer system. It´s shown that the whole cooperative map building method is effective, efficient robust.
Keywords :
cooperative systems; distributed control; grey systems; mobile robots; multi-robot systems; robot vision; robust control; telerobotics; autonomous mobile robot; autonomous robot soccer system; communication cooperation; cooperative map building method; cybervision localization; distributed multirobot system; grey fusion method; grey system theory; sensor information express method; subgrid map building; uncertainty variational environment; Buildings; Intelligent robots; Merging; Mobile robots; Multirobot systems; Orbital robotics; Robot sensing systems; Robustness; Sonar; Uncertainty; Multi-robot; cooperation; grey fusion; map building; uncertainty information;
Conference_Titel :
Industrial Technology, 2005. ICIT 2005. IEEE International Conference on
Print_ISBN :
0-7803-9484-4
DOI :
10.1109/ICIT.2005.1600663