光电工程, 2014, 41 (12): 1, 网络出版: 2014-12-26  

一种3R机械臂最短路径规划方法

A Shortest-path Planning Algorithm of the 3R Manipulator
作者单位
1 山东航天电子技术研究所, 山东 烟台 264670
2 中国科学院光电技术研究所, 成都 610209
摘要
为求解机械臂最短路径问题, 导出了机械臂末端路径长度的表示式, 并将最短路径问题归结为一个泛函极值问题。为简化求解过程, 将泛函极值问题转化成另一个同解的泛函极值问题, 并利用变分法求出了表示后一问题解的微分方程组。利用上三角矩阵逆矩阵的表示式, 将该微分方程组转化成了标准状态方程组, 与微分几何方法相比, 避免了逆矩阵计算, 使转化过程更加简单。利用 Matlab进行仿真, 求出了 3R机械臂最短路径所对应的三个关节角度的位移函数。
Abstract
In order to search out the shortest path of the 3R manipulator, a path length expression of manipulator’s end-effectors is given first, and then the problem is modeled as a functional extreme problem. For the purpose of simplifying the solving process, the functional extreme problem is translated into a new one with the same solution, and the solution of the latter expressed by a system of differential equations is derived by using variational method. By means of the inverse matrix expression of the upper triangular matrix, the system of differential equations is translated into a new one consisted of normal state equations. The method can avoid complex inverse matrix computing, and make the computation of the transition process simpler when compared with differential geometry method. By using Matlab simulation method, 3 joint angle functions corresponding to the shortest path of the 3R manipulator’s end-effectors is obtained.
参考文献

[1] 安凯, 李向阳.轮式移动机器人的最优变道路径规划[J].农业机械学报, 2012, 43(7): 179-184.

    AN Kai, LI Xiangyang. Optimal path planning for lane changing of wheeled mobile robot[J]. Transactions of the Chinese Society for Agricultural Machinery, 2012, 43(7): 179-184.

[2] 安凯. 机械臂三次样条路径规划系数递推算法[J].农业机械学报, 2013, 44(5): 276-280.

    AN Kai. Coefficient Recursive Algorithm for Manipulator Trajectory Planning Based on Cubic Splines[J]. Transactions of the Chinese Society for Agricultural Machinery, 2013, 44(5): 276-280.

[3] Javier M V, Luis G H.Operational space trajectory tracking control of robot manipulators endowed with a primary controller of synthetic joint velocity[J].ISA Transactions(S0019-0578), 2011, 50: 131-140.

[4] 潘修强, 梅成才, 陈军杰. 五连杆机器手臂拦截问题的最优化控制研究[J].系统仿真学报, 2012, 24(9): 1772-1776.

    PAN Xiuqiang, MEI Chengcai, CHEN Junjie. Solving five-linked manipulator arm interception problem with optimal control techniques[J]. Journal of System Simulation, 2012, 24(9): 1772-1776.

[5] 安凯, 马佳光. 六关节机械臂逆运动学的快速求解算法[J].光电工程, 2014, 41(9): 25-31.

    AN Kai, MA Jiaguang. A fast algorithm of inverse kinematic solution for 6R manipulator[J]. Opto-electronic Engineering, 2014, 41(9): 25-31.

[6] 张连东, 王德伦. 一种基于测地线的机器人轨迹规划方法[J].机器人, 2004, 26(1): 83-86.

    ZHANG Liandong, WANG Delun. Robot trajectory planning based on geodesics[J]. Robot, 2004, 26(1): 83-86.

[7] Jürgen Jost. Riemannian geometry and geometric analysis [M]. Berlin: Springer-Verlag, 2011.

[8] 陈省身, 陈维桓. 微分几何讲义 [M].北京: 北京大学出版社, 2004.

    CHEN Xingshen, CHEN Weiheng. Introduction of differential geometry [M]. Beijing: Beijing University Press, 2004.

[9] Ternovskii V V, Khapaev M M. Variational method for processing experimental data[J]. Doklady Mathematics, 2012, 85(2): 204-207.

[10] Michael S. Variational method [M]. Berling: Spring, 2008.

[11] 安凯, 邢进生, 邱祖廉. 模糊神经网络的二阶段变半径随机搜索算法[J].自动化学报, 2000, 26(5): 616-622.

    AN Kai, XING Jinsheng, QIN Zulian. Two-stage random search algorithm of fuzzy neural network with variable radius[J]. Zidonghua Xuebao/Acta Automatica Sinica, 2000, 26(5): 616-622.

安凯, 马佳光. 一种3R机械臂最短路径规划方法[J]. 光电工程, 2014, 41(12): 1. AN Kai, MA Jiaguang. A Shortest-path Planning Algorithm of the 3R Manipulator[J]. Opto-Electronic Engineering, 2014, 41(12): 1.

关于本站 Cookie 的使用提示

中国光学期刊网使用基于 cookie 的技术来更好地为您提供各项服务,点击此处了解我们的隐私策略。 如您需继续使用本网站,请您授权我们使用本地 cookie 来保存部分信息。
全站搜索
您最值得信赖的光电行业旗舰网络服务平台!