Biologically Inspired Control Algorithm for an Unified Motion of Whole Robotic Arm-Hand System

被引:0
作者
Kwon, Jaesung [1 ]
Yang, Woosung [1 ]
Lee, Hosun [2 ]
Bae, Ji-Hun [3 ]
Oh, Younghwan [4 ]
机构
[1] KwangWoon Univ, Sch Robot, Seoul 139701, South Korea
[2] Japan Adv Inst Sci & Tech, Sch Informat Sci, Nomi, Ishikawa, Japan
[3] Korea Inst Ind Technol, Ansan, South Korea
[4] Korea Inst Sci & Technol, Interact & Robot Res Ctr, Seoul 130650, South Korea
来源
2014 23RD IEEE INTERNATIONAL SYMPOSIUM ON ROBOT AND HUMAN INTERACTIVE COMMUNICATION (IEEE RO-MAN) | 2014年
关键词
D O I
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中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Biologically inspired control approaches have been attracted much attention as alternatives in recent time, for efficiently solving problems in controlling multi-DOF robotic systems, since most human beings or animals exhibit their behaviors in a natural way without explicit computation. Also, they show natural adaptive behaviors irrespective of unexpected external forces or changes of environment. This work is inspired from these novel features. Thus, a self-adapting robotic arm-hand control is proposed exploiting a control scheme based on central pattern generators (CPGs). Instead of a trajectory planning and inverse kinematics problem, this work endeavors to exploit robotic systems coupled with neural oscillators and virtual forces with joint velocity damping. We demonstrate self-adapting motions without the ill-posedness from extensive simulations that enable a robotic arm-hand to make adaptive changes from the given motion to a compliant motion. In addition, it is verified that reaching-to-grasping motion is possible by adopting only transit points sustaining motion repeatability under kinematic redundancy of joints.
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页码:398 / 404
页数:7
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