An SVD-based projection method for interpolation on SE(3)

被引:66
作者
Belta, C [1 ]
Kumar, V [1 ]
机构
[1] Univ Penn, Gen Robot Automat Sensing & Percept Lab, Philadelphia, PA 19104 USA
来源
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION | 2002年 / 18卷 / 03期
关键词
interpolation; Lie groups; trajectory generation;
D O I
10.1109/TRA.2002.1019463
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper develops a method for generating smooth trajectories for a moving rigid body with specified boundary, conditions. Our method involves two key steps: 1) the generation of optimal trajectories in GA(+) (n), a subgroup of the affine group in R-n and 2) the projection of the trajectories onto SE(3), the Lie group of rigid body displacements. The overall procedure is invariant with respect to both the local coordinates on the manifold and the choice of the inertial frame. The benefits of the method are threefold. First, it is possible to apply any of the variety of well-known efficient techniques to generate optimal curves on GA(+) (n). Second, the method yields approximations to optimal solutions for general choices of Riemannian metrics on SE(3). Third, from a computational point of view, the method we propose is less expensive than traditional methods.
引用
收藏
页码:334 / 345
页数:12
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