Title :
Collaborative localization of multi micro-robots based on Markov algorithm
Author :
Yi, Dai ; Guozheng, Yan
Author_Institution :
Sch. of Electron. & Electr. Eng., Shanghai Jiao Tong Univ., China
Abstract :
Robot localization is one of the most fundamental problems in robotic research, especially in multi-robots system. At present, most multi MICRO robots systems only utilize external vision camera to provide location information and adopt method based on chromatic image segmentation techniques to localize each robot. This method has high requirement on system hardware while is less robust to run in practical simulation. This paper introduces a localization method of multi micro-robots based on Markov algorithm, which not only uses image captured by external camera but also motion model of each robot to perform localization task. It requires less system resources while gives more robust results. This approach is also scalable and efficient to deal with a system that has a larger number of micro robots.
Keywords :
Markov processes; image colour analysis; image segmentation; microrobots; robot vision; robust control; Markov algorithm; chromatic image segmentation techniques; collaborative localization; external vision camera; location information; motion model; multimicrorobots; multirobots system; robotic research; system hardware; Cameras; Collaboration; Image segmentation; Mobile robots; Orbital robotics; Position measurement; Robot sensing systems; Robot vision systems; Robustness; Sensor fusion;
Conference_Titel :
Micromechatronics and Human Science, 2003. MHS 2003. Proceedings of 2003 International Symposium on
Print_ISBN :
0-7803-8165-3
DOI :
10.1109/MHS.2003.1249966