Automatic generation of dynamics for modular robots with hybrid geometry

I. Chen, Guilin Yang
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引用次数: 20

Abstract

Manual derivation of the dynamic model of a modular robot is almost impossible because it may have very different geometries and DOFs through module reconfiguration. This paper presents an algorithm to automatically generate the closed-form equation of motion of a modular robot from a kinematic graph based representation of the assembly configuration. We consider modular robots with the more general branching geometry. The formulation of the dynamic model is started with recursive Newton-Euler algorithm. The generalized velocity, acceleration, and forces are expressed in terms of linear operations on se(3), the Lie algebra of the Euclidean group SE(3). Based on the equivalence relationship between the recursive formulation and the closed-form Lagrangian formulation, we use the accessibility matrix of the kinematic graph to assist the construction of the closed-form equation of motion of a modular robot. Applications of the closed-form dynamic model of a branching robot are in robot design, calibration, and motion optimization.
混合几何模块机器人动力学的自动生成
由于模块化机器人的几何形状和自由度可能会因模块重构而发生很大的变化,因此手工推导模块化机器人的动力学模型几乎是不可能的。本文提出了一种基于装配构型的运动图自动生成模块化机器人闭式运动方程的算法。我们考虑具有更一般分支几何的模块化机器人。采用递推牛顿-欧拉算法建立了动态模型。广义的速度、加速度和力用欧几里得群se(3)的李代数se(3)的线性运算来表示。基于递推公式与闭式拉格朗日公式的等价关系,利用运动图的可达性矩阵辅助构建模块化机器人的闭式运动方程。分支机器人封闭动力学模型在机器人设计、标定和运动优化等方面的应用。
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