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空间冗余机械臂路径规划方法研究

齐志刚 黄攀峰 刘正雄 韩冬

齐志刚, 黄攀峰, 刘正雄, 韩冬. 空间冗余机械臂路径规划方法研究. 自动化学报, 2019, 45(6): 1103-1110. doi: 10.16383/j.aas.c180191
引用本文: 齐志刚, 黄攀峰, 刘正雄, 韩冬. 空间冗余机械臂路径规划方法研究. 自动化学报, 2019, 45(6): 1103-1110. doi: 10.16383/j.aas.c180191
QI Zhi-Gang, HUANG Pan-Feng, LIU Zheng-Xiong, HAN Dong. Research on Path Planning Method of Spatial Redundant Manipulator. ACTA AUTOMATICA SINICA, 2019, 45(6): 1103-1110. doi: 10.16383/j.aas.c180191
Citation: QI Zhi-Gang, HUANG Pan-Feng, LIU Zheng-Xiong, HAN Dong. Research on Path Planning Method of Spatial Redundant Manipulator. ACTA AUTOMATICA SINICA, 2019, 45(6): 1103-1110. doi: 10.16383/j.aas.c180191

空间冗余机械臂路径规划方法研究

doi: 10.16383/j.aas.c180191
基金项目: 

国家自然科学基金 61773317

国家杰出青年科学基金 61725303

详细信息
    作者简介:

    齐志刚  西北工业大学航天学院硕士研究生.主要研究方向为空间机械臂路径规划, 机器视觉.E-mail: zhigangqi@mail.nwpu.edu.cn

    刘正雄  西北工业大学航天学院副教授.主要研究方向为空间机器人, 空间遥操作.E-mail:liuzhengxiong@nwpu.edu.cn

    韩冬  西北工业大学博士研究生.主要研究方向为空间遥操作.E-mail:alexcn@mail.nwpu.edu.cn

    通讯作者:

    黄攀峰  西北工业大学航天学院教授.主要研究方向为空间机器人, 绳系空间机器人, 智能控制, 机器视觉, 空间遥操作.本文通信作者.E-mail:pfhuang@nwpu.edu.cn

Research on Path Planning Method of Spatial Redundant Manipulator

Funds: 

National Natural Science Foundation of China 61773317

National Science Fund for Distinguished Young Scholar of China 61725303

More Information
    Author Bio:

    Master student at the School of Astronautics, Northwestern Polytechnical University. His research interest covers path planning of space manipulator and machine vision

    Associate professor at the School of Astronautics, Northwestern Polytechnical University. His research interest covers space robotics and space teleoperation

    Ph. D. candidate at the Northwestern Polytechnical University. His main research interest is dynamic modeling for space teleoperation

    Corresponding author: HUANG Pan-Feng Professor at the School of Astronautics, Northwestern Polytechnical University. His research interest covers space robotics, tethered space robotics, intelligent control, machine vision and space teleoperation. Corresponding author of this paper
  • 摘要: 针对空间站遥操作7DOF冗余机械臂路径规划的安全性、可靠性问题,提出了基于臂型角逆运动学的优化A*路径规划算法.本文根据臂型角参数化完善了逆运动学方法,得到了32组完备逆解集,增加了路径规划时逆解选择的灵活性;通过臂型角搜索和最小奇异值优化A*路径规划算法,提高机械臂避障、避奇异能力,机械臂操作的灵活性和路径的安全可靠性;同时根据路径优化策略,有效平滑了路径,减少了机械臂的磨损.仿真结果说明了该方法的有效性.
    1)  本文责任编委 倪茂林
  • 图  1  表 1的机械臂几何模型

    Fig.  1  Manipulator's geometry model of Table 1

    图  2  $\rm SRS$机械臂几何模型

    Fig.  2  The geometry model of SRS's manipulator

    图  3  臂型角示意图

    Fig.  3  The diagram of arm angle

    图  4  初始状态下各向量关系图

    Fig.  4  The relationship among vectors in initial state

    图  5  优化A*算法第一步流程图

    Fig.  5  First step flow chart of optimization A* algorithm

    图  6  优化A*算法第二步流程图

    Fig.  6  The second step flow chart of optimization A* algorithm

    图  7  逆解的臂型

    Fig.  7  The arm type of the inverse solution

    图  8  在可达空间内$s(n)$的散点云图

    Fig.  8  The scatter gram of $s(n)$ in reachable space

    图  9  路径中最小奇异值曲线

    Fig.  9  The curve of minimum singular value in path

    表  1  机械臂D-H参数

    Table  1  The D-H parameters of manipulator

    杆$i$ ${{\theta }_{i}} \, ({}^\circ )$ ${{\alpha }_{i}} \, ({}^\circ )$ ${{a}_{i}} \, (\text{m)}$ ${{d}_{i}}\, (\text{m)}$
    10900 ${{d}_{1}}$
    20900 ${{d}_{2}}$
    300 ${{a}_{3}}$ ${{d}_{3}}$
    400 ${{a}_{4}}$ ${{d}_{4}}$
    50900 ${{d}_{5}}$
    60900 ${{d}_{6}}$
    70900 ${{d}_{7}}$
    下载: 导出CSV

    表  2  仿真机械臂D-H参数

    Table  2  Simulation parameter of manipulator's DH

    杆$i$ ${{\theta }_{i}} ({}^\circ )$ ${{\alpha }_{i}} ({}^\circ )$ ${{a}_{i}} (\text{m)}$ ${{d}_{i}} (\text{m)}$
    1909000.25
    2909000.25
    39002.00.6
    418002.00
    5909000
    609000.25
    709000.35
    下载: 导出CSV
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出版历程
  • 收稿日期:  2018-04-04
  • 录用日期:  2018-06-10
  • 刊出日期:  2019-06-20

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