Kinematically Optimal Catching a Flying Ball with a Hand-Arm-System

被引:75
作者
Baeuml, Berthold [1 ]
Wimboeck, Thomas [1 ]
Hirzinger, Gerd [1 ]
机构
[1] DLR Inst Robot & Mechatron, D-82234 Wessling, Germany
来源
IEEE/RSJ 2010 INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2010) | 2010年
关键词
D O I
10.1109/IROS.2010.5651175
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A robotic ball-catching system built from a multipurpose 7-DOF lightweight arm (DLR-LWR-III) and a 12 DOF four-fingered hand (DLR-Hand-II) is presented. Other than in previous work a mechatronically complex dexterous hand is used for grasping the ball and the decision of where, when and how to catch the ball, while obeying joint, speed and work cell limits, is formulated as an unified nonlinear optimization problem with nonlinear constraints. Three different objective functions are implemented, leading to significantly different robot movements. The high computational demands of an online realtime optimization are met by parallel computation on distributed computing resources (a cluster with 32 CPU cores). The system achieves a catch rate of > 80% and is regularly shown as a live demo at our institute.
引用
收藏
页码:2592 / 2599
页数:8
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