A LIE GROUP FORMULATION OF ROBOT DYNAMICS

被引:247
作者
PARK, FC [1 ]
BOBROW, JE [1 ]
PLOEN, SR [1 ]
机构
[1] UNIV CALIF IRVINE,DEPT MECH & AEROSP ENGN,IRVINE,CA 92717
关键词
D O I
10.1177/027836499501400606
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
In this article we present a unified geometric treatment of robot dynamics. Using standard ideas from Lie groups and Riemannian geometry we formulate the equations of motion for an open chain manipulator both recursively and in closed form The recursive formulation leads to an O(n) algorithm that expresses the dynamics entirely in terms of coordinate-free Lie algebraic operations, The Lagrangian formulation also expresses the dynamics in terms of these Lie algebraic operations and leads to a particularly Simple set of closed-form equations, in which the kinematic and inertial parameters appear explicitly and independently of each other. The geometric approach permits a high-level, coordinate-free view of robot dynamics that skews explicitly some of the connections with the larger body of work bl mathematics and physics. At the same rime the resulting equations are shown to be computationally effective and easily differentiated and factored with respect to any of the robot parameters. This latter feature makes the ge ometric formulation attractive for applications such as robot design and calibration, motion optimization, and optimal control, where analytic gradients involving the dynamics are required.
引用
收藏
页码:609 / 618
页数:10
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