运动的黑森和更高的导数

Arjang Hourtash
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引用次数: 21

摘要

在机械臂分析和控制中的许多问题都需要对串联或分支机械臂的关节-工作空间运动映射进行二阶导数求解。给出了运动学映射的所有导数的导数,包括二阶导数即Hessian张量。推导了基于雅可比矩阵分量的快速计算公式。用微分法对所得公式进行了符号化验证,并在泰勒级数近似和以国际空间站的Canadarm2(即空间站远程操纵系统)为例的奇点可逃逸性分析中进行了数值演示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The kinematic Hessian and higher derivatives
A number of problems in manipulator analysis and control call for the second derivative of the joint-to workspace kinematic mapping of serial or branched manipulators. A derivation of all derivatives of the kinematic mapping is presented, including the second derivative namely the Hessian tensor. A fast formulation for its computation is derived which is based on components of the Jacobian matrix. The resulting formulae are verified symbolically with differentiation, and showcased numerically in Taylor series approximations and in a singularity escapability analysis for the example of the International Space Station's Canadarm2, a.k.a. the Space Station Remote Manipulator System (SSRMS).
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