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基于概率分布区间的纳米操作机器人路径规划
Alternative TitleTrajectory planning of nano-manipulation robot based on the probabilistic distribution region
袁帅1,2; 邢景怡1; 尧晓1; 栾方军1; 赵升彬1
Department机器人学研究室
Source Publication控制理论与应用
ISSN1000-8152
2019
Volume36Issue:1Pages:129-142
Indexed ByEI ; CSCD
EI Accession number20191206658184
CSCD IDCSCD:6443963
Contribution Rank1
Funding Organization国家自然科学青年基金(61305125) ; 辽宁省高等学校基本科研项目(LJZ2017020,LJZ2017046) ; 国家博士后基金项目(2013M530955,2014T70265) ; 沈阳建筑大学学科内容教育工程(XKHY2–66) ; 学校自然科学基金项目(2014068,2017028)资助
Keyword探针定位 路径规划 邻接矩阵 蚁群算法 路标配置
Abstract在原子力显微镜(atomic force microscopy,AFM)机器人化纳米操作中,由于探针在任务空间中位置不确定性随着时间和探针移动的增加而逐渐增大,使得探针无法精确定位,导致纳米操作效率低下.针对此问题,本文参考宏观机器人利用路标定位的策略,提出基于概率分布区间的探针路径规划方法,在分析路标观测中探针定位精度的基础上,通过定义概率分布区间规划探针扫描路径以及观测距离,建立路标邻接矩阵.然后使用Dijkstra算法和蚁群算法对纳米操作的探针进行路径规划.仿真与实验结果验证了该方法的有效性.最后针对任务空间中缺乏路标的情况,提出主动配置路标方法,进一步有助于推动AFM纳米操作在微纳器件装配中的实际应用.
Other AbstractIn the atom force microscopy (AFM) based robotic nano-manipulation, there is tip position uncertainty in the task space which is increasing with the increase of tip moving and time, which results in low positioning accuracy of the tip and the low efficiency of nano-manipulation. As for this problem, a method of positioning tip based on the probabilistic distribution region is proposed referring to the macro robot using landmarks positioning strategy. On the foundation of analyzing accuracy of positioning the tip during the landmark observation, this paper plans the trajectory of the tip observation, defines the observation distance and establishes a landmark adjacency matrix by defining the probabilistic distribution region. Then the Dijkstra’s algorithm and the ant colony algorithm are used to carry out the path planning of the tip in nano-manipulation. Simulation and experiment illustrate the validity of the proposed method. Aiming at the lack of landmarks in the task space, this paper proposes an active landmark configuration, which promotes AFM nanomanipulation in the practical application of micro-nano device assembly.
Language中文
Citation statistics
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/22101
Collection机器人学研究室
Corresponding Author邢景怡
Affiliation1.沈阳建筑大学信息与控制工程学院;
2.中国科学院沈阳自动化研究所
Recommended Citation
GB/T 7714
袁帅,邢景怡,尧晓,等. 基于概率分布区间的纳米操作机器人路径规划[J]. 控制理论与应用,2019,36(1):129-142.
APA 袁帅,邢景怡,尧晓,栾方军,&赵升彬.(2019).基于概率分布区间的纳米操作机器人路径规划.控制理论与应用,36(1),129-142.
MLA 袁帅,et al."基于概率分布区间的纳米操作机器人路径规划".控制理论与应用 36.1(2019):129-142.
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