Ego-motion estimation and collision detection for omnidirectional robots

被引:0
作者
Lauer, Martin [1 ]
机构
[1] Univ Osnabruck, Inst Cognit Sci, D-49069 Osnabruck, Germany
来源
RoboCup 2006: Robot Soccer World Cup X | 2007年 / 4434卷
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We propose an algorithm to estimate the ego-motion of an omnidirectional robot based on a sequence of position estimates. Thereto, we derive a motion model for omnidirectional robots and an estimation procedure to fit the model to observed positions. Additionally, we show how we can benefit from the velocity estimates deriving an algorithm that recognizes situations in which a robot is blocked by an obstacle.
引用
收藏
页码:466 / 473
页数:8
相关论文
共 9 条
[1]  
[Anonymous], 1974, APPL OPTIMAL ESTIMAT
[2]  
Behnke S, 2004, LECT NOTES COMPUT SC, V3020, P712
[3]  
Borenstein J., 1996, NAVIGATING MOBILE RO
[4]  
LAUER M, 2006, KUNSTLICHE INTELLIGE, V20, P11
[5]  
LAUER M, 2005, P ROBOCUP 2005
[6]   The analysis of rigid body motion from measured data [J].
Shiflett, GR ;
Laub, AJ .
JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 1995, 117 (04) :578-584
[7]   Estimating motion in image sequences - A tutorial on modeling and computation of 2D motion [J].
Stiller, C ;
Konrad, J .
IEEE SIGNAL PROCESSING MAGAZINE, 1999, 16 (04) :70-91
[8]  
STRACK A, 2005, P ROBOCUP S 2005
[9]   Estimation of object kinematics from point data [J].
Vithani, AR ;
Gupta, KC .
JOURNAL OF MECHANICAL DESIGN, 2004, 126 (01) :16-21