arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2105.04797eess.SYcs.SY
收藏

矩阵李群上二阶运动系统的等变系统理论与观测器设计

Equivariant Systems Theory and Observer Design for Second Order Kinematic Systems on Matrix Lie Groups

Yonhon Ng, Pieter van Goor, Tarek Hamel, Robert Mahony

摘要:

本文给出了矩阵李群上二阶运动系统的等变系统理论和观测器设计。矩阵李群上二阶运动系统的状态自然地置于群的切丛上,输入位于切丛的切线上,称为双切丛。我们提供了一个简单的参数化的切丛状态空间和输入空间(双切丛的纤维空间),然后引入一个半直积群和群作用的状态和输入空间。我们表明,与建议的组行动的二阶运动学是等变的。定义了运动学到对称群上的等变提升,并利用非线性构造性设计技术在提升的状态空间上设计了非线性观测器。一个简单的气垫船仿真验证了我们的观测器的性能。

英文摘要:

This paper presents the equivariant systems theory and observer design for second order kinematic systems on matrix Lie groups. The state of a second order kinematic system on a matrix Lie group is naturally posed on the tangent bundle of the group with the inputs lying in the tangent of the tangent bundle known as the double tangent bundle. We provide a simple parameterization of both the tangent bundle state space and the input space (the fiber space of the double tangent bundle) and then introduce a semi-direct product group and group actions onto both the state and input spaces. We show that with the proposed group actions the second order kinematics are equivariant. An equivariant lift of the kinematics onto the symmetry group is defined and used to design a nonlinear observer on the lifted state space using nonlinear constructive design techniques. A simple hovercraft simulation verifies the performance of our observer.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑