雅可比矩阵在机器人运动中的应用

Applications of Jacobi Matrices in Kinematics of Robots

  • 摘要: 利用雅可比矩阵的性质研究机器人的逆运动问题,特别地讨论了带冗余度和矩阵奇异的情形.首先给出逆运动的求解方法,然后给出它的应用,用梯度下降法给出关节角的迭代公式,最后给出模拟仿真结果.仿真结果表明该方法准确高效,为机器人的运动规划和控制的实现奠定基础.

     

    Abstract: In this paper, an inverse kinematics issue of robot was studied based on the properties of Jacobi matrices. Especially, the cases with the redundancy and singularity of the matrix were investigated. Firstly, a method was proposed to solve the inverse kinematics. Then its applications were presented. Finally, some simulation experiments were carried out. The results provide a basic method for the programming and control of robot action.

     

/

返回文章
返回