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制御理論arXiv:2403.04900

等質リーマン多様体上の全駆動機械システムに対する概大域的漸近軌道追従

Almost Global Asymptotic Trajectory Tracking for Fully-Actuated Mechanical Systems on Homogeneous Riemannian Manifolds

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リー群が推移的に作用する等質空間上の全駆動機械系に対し、内在的な追従誤差を定義して概大域的な漸近軌道追従を保証する統一的な制御器を提案し、軸対称衛星と全方向性飛行ロボットに適用した。

著者: Jake Welde, Vijay Kumar

分類: eess.SY, cs.RO, cs.SY, math.OC

原文アブストラクト

In this work, we address the design of tracking controllers that drive a mechanical system's state asymptotically towards a reference trajectory. Motivated by aerospace and robotics applications, we consider fully-actuated systems evolving on the broad class of homogeneous spaces (encompassing all vector spaces, Lie groups, and spheres of any finite dimension). In this setting, the transitive action of a Lie group on the configuration manifold enables an intrinsic description of the tracking error as an element of the state space, even in the absence of a group structure on the configuration manifold itself (e.g., for $\mathbb{S}^2$). Such an error state facilitates the design of a generalized control policy depending smoothly on state and time, which drives the geometric tracking error to a designated origin from almost every initial condition, thereby guaranteeing almost global convergence to the reference trajectory. Moreover, the proposed controller simplifies elegantly when specialized to a Lie group or the n-sphere. In summary, we propose a unified, intrinsic controller guaranteeing almost global asymptotic trajectory tracking for fully-actuated mechanical systems evolving on a broad class of manifolds. We apply the method to an axisymmetric satellite and an omnidirectional aerial robot.

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