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運動計画arXiv:2209.11869

自由飛行ロボット系における幾何学的フラット出力構築への対称性の役割

The Role of Symmetry in Constructing Geometric Flat Outputs for Free-Flying Robotic Systems

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主バンドル構造と対称性を利用し、群変数自体がフラット出力となる条件を示すことで、自由飛行ロボットの運動計画を容易にする幾何学的フラット出力を提案した。

著者: Jake Welde, Matthew D. Kvalheim, Vijay Kumar

分類: cs.RO, math.DG, math.OC

原文アブストラクト

Mechanical systems naturally evolve on principal bundles describing their inherent symmetries. The ensuing factorization of the configuration manifold into a symmetry group and an internal shape space has provided deep insights into the locomotion of many robotic and biological systems. On the other hand, the property of differential flatness has enabled efficient, effective planning and control algorithms for various robotic systems. Yet, a practical means of finding a flat output for an arbitrary robotic system remains an open question. In this work, we demonstrate surprising new connections between these two domains, for the first time employing symmetry directly to construct a flat output. We provide sufficient conditions for the existence of a trivialization of the bundle in which the group variables themselves are a flat output. We call this a geometric flat output, since it is equivariant (i.e. maintains the symmetry) and is often global or almost-global, properties not typically enjoyed by other flat outputs. In such a trivialization, the motion planning problem is easily solved, since a given trajectory for the group variables will fully determine the trajectory for the shape variables that exactly achieves this motion. We provide a partial catalog of robotic systems with geometric flat outputs and worked examples for the planar rocket, planar aerial manipulator, and quadrotor.

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