A self-localization method based on omnidirectional vision and MTi for soccer robots

被引:0
作者
Xiong, Dan [1 ]
Lu, Huimin [1 ]
Zheng, Zhiqiang [1 ]
机构
[1] Natl Univ Def Technol, Coll Mechatron & Automat, Changsha, Peoples R China
来源
PROCEEDINGS OF THE 10TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2012) | 2012年
关键词
self-localization; omnidirectional vision; RoboCup; MTi;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Self-Localization is the basis to realize mobile robot's autonomous ability such as motion planning, control decision and cooperation. Omnidirectional vision is one of the most important sensors for RoboCup Middle Size League soccer robots, and Motion Trackers instrument (MTi) is a kind of inertial sensors which can measure the attitude of the robot in real-time and accurately. In this paper we propose a self-localization method which is based on omnidirectional vision and MTi. By combining with matching optimization localization, global localization and localization tracking can be realized quickly for our soccer robots. The experimental results show that global localization can be realized effectively while highly accurate localization is achieved in real-time.
引用
收藏
页码:3731 / 3736
页数:6
相关论文
共 10 条
[1]   MONTE-CARLO TECHNIQUES FOR PREDICTION AND FILTERING OF NON-LINEAR STOCHASTIC PROCESSES [J].
HANDSCHIN, JE .
AUTOMATICA, 1970, 6 (04) :555-+
[2]  
Heinemann P, 2007, LECT NOTES ARTIF INT, V4434, P322
[3]  
Lauer M, 2006, LECT NOTES ARTIF INT, V4020, P142
[4]   A Robust Object Recognition Method for Soccer Robots [J].
Lu, Huimin ;
Zheng, Zhiqiang ;
Liu, Fei ;
Wang, Xiangke .
2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, :1645-1650
[5]  
Lu HM, 2009, LECT NOTES COMPUT SC, V5399, P133
[6]   Omnidirectional vision scan matching for robot localization in dynamic environments [J].
Menegatti, Emanuele ;
Pretto, Alberto ;
Scarpa, Alberto ;
Pagello, Enrico .
IEEE TRANSACTIONS ON ROBOTICS, 2006, 22 (03) :523-535
[7]  
Merke A., 2004, P ECAI 2004 WORKSH A
[8]  
Voigtlander A., 2007, P EUR C MOB ROB
[9]  
von Hundelshausen F., 2003, B0803 FREE U BERL
[10]  
XSENS TECHNOLOGIES B. V, US MAN TECHN DOC