Title :
An SVD-based projection method for interpolation on SE(3)
Author :
Belta, Calin ; Kumar, Vijay
Author_Institution :
Gen. Robotics, Autom., Sensing, & Perception Lab., Pennsylvania Univ., Philadelphia, PA, USA
fDate :
6/1/2002 12:00:00 AM
Abstract :
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 Rn 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
Keywords :
Lie groups; computer graphics; interpolation; position control; robots; singular value decomposition; Lie groups; Riemannian metrics; SVD-based projection; boundary conditions; computer graphics; moving rigid body; optimal trajectories; robotics; smooth motion; smooth trajectories; trajectory generation; Application software; Boundary conditions; Computer graphics; Interpolation; Orbital robotics; Polynomials; Quaternions; Robot kinematics; Robot sensing systems; Robotics and automation;
Journal_Title :
Robotics and Automation, IEEE Transactions on
DOI :
10.1109/TRA.2002.1019463