Title :
Cooperative multi-robot localization using differential position data
Author :
Jo, KyoungHwan ; Lee, Jihong ; Kim, JungBae
Author_Institution :
Chungnam Nat. Univ., Daejeon
Abstract :
In this paper, we propose a novel method of cooperative localization for multiple robots working in common workspace. Assuming that GPS data of individual robot are correlated strongly as the distance between robots are close, we utilize the differential position data between the robots to refine robot´s position data. With simulation environment including probabilistic error in robot model and GPS sensor, it is confirmed that the proposed cooperative localization using differential position data between robots provides improved localization accuracy.
Keywords :
Global Positioning System; cooperative systems; error statistics; mobile robots; multi-robot systems; path planning; GPS; cooperative multirobot localization; differential position data; mobile robot; path planning; probabilistic error; simulation; Global Positioning System; Mechatronics; Mobile robots; Monte Carlo methods; Orbital robotics; Robot localization; Robot sensing systems; Sensor systems; Statistics; Uncertainty;
Conference_Titel :
Advanced intelligent mechatronics, 2007 IEEE/ASME international conference on
Conference_Location :
Zurich
Print_ISBN :
978-1-4244-1263-1
Electronic_ISBN :
978-1-4244-1264-8
DOI :
10.1109/AIM.2007.4412548