Parameters Optimization of a Parallel Three Degree-of-Freedom Bionic Eye Based on Genetic Algorithm

被引:0
|
作者
Xie, Xiangyang [1 ]
Cheng, Yuanhao [1 ]
Wang, Sunan [1 ]
机构
[1] Xi An Jiao Tong Univ, Dept Mechatron Engn, Xian, Peoples R China
来源
2016 13TH INTERNATIONAL CONFERENCE ON UBIQUITOUS ROBOTS AND AMBIENT INTELLIGENCE (URAI) | 2016年
关键词
parameter optimization; genetic algorithm; flexibility; parallel mechanism; bionic eye;
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
At present, for the optimization of the parallel three degree-of-freedom bionic eye, it often takes the work-space and volume as the optimizing objective, and the theoretical motion accuracy of the bionic eye is ignored. In this paper, the inverse kinematics model of the bionic eye is established, and then its flexibility is analyzed. Finally, taking the comprehensive performance index, which is used to evaluate the work-space, volume and theoretical motion accuracy, as the optimizing objective, we use the genetic algorithm to optimize the structure parameters of the bionic eye. The result shows that the bionic eye after optimization not only meets the design requirements for the target work-space and small volume, but also has the advantages of high theoretical motion accuracy and good comprehensive performance.
引用
收藏
页码:206 / 210
页数:5
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