Title :
Magnetic patterns based global localization for a mobile robot using hall sensors
Author :
Choi, Byung June ; Kim, Bumsoo ; Chun, Joo Young ; Moon, Hyungpil ; Koo, Ja Choon ; Choi, Hyouk Ryeol ; Chung, Wankyun
Author_Institution :
Sch. of Mech. Eng., Sungkyunkwan Univ., Suwon, South Korea
Abstract :
In this paper, we present a global localization and position error compensation method in a known indoor environment using magnet hall sensors. In previous our researches, it was possible to compensate the pose errors of xe, ye, ¿e correctly on the surface of indoor environment with magnets sets by regularly arrange the magnets sets of identical pattern. To improve the proposed method, new strategy that can realize the global localization by changing arrangement of magnet pole is presented in this paper. Total six patterns of the magnets set form the unique landmarks. Therefore, the virtual map can be built by using the six landmarks randomly. The robots search a pattern of magnets set by rotating, and obtain the current global pose information by comparing the measured neighboring patterns with the map information that is saved in advance. We provide experimental results to show the effectiveness of the proposed method for a differential drive wheeled mobile robot.
Keywords :
error compensation; mobile robots; position control; sensors; Hall sensors; global localization; global pose information; magnetic patterns; map information; mobile robot; pose errors; position error compensation method; virtual map; Error compensation; Indoor environments; Magnetic sensors; Mechanical engineering; Mechanical sensors; Mobile robots; Permanent magnets; Robot kinematics; Robot sensing systems; Uncertainty; global localization; hall sensor; magnet; mobile robot; pose compensation;
Conference_Titel :
Mechatronics and Automation, 2009. ICMA 2009. International Conference on
Conference_Location :
Changchun
Print_ISBN :
978-1-4244-2692-8
Electronic_ISBN :
978-1-4244-2693-5
DOI :
10.1109/ICMA.2009.5246197