Equivariant Observers for Second-Order Systems on Matrix Lie Groups

IEEE Transactions on Automatic Control(2023)

引用 1|浏览21
暂无评分
摘要
This article develops an equivariant symmetry for second-order kinematic systems on matrix Lie groups and uses this symmetry for observer design. 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 semidirect 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 derived and used to design nonlinear observers on the lifted state-space using nonlinear constructive design techniques. The observer design is specialized to kinematics on groups that themselves admit a semidirect product structure and include applications in rigid-body motion amongst others. A simulation based on an ideal hovercraft model verifies the performance of the proposed observer architecture.
更多
查看译文
关键词
Kinematics,Observers,Velocity measurement,Robots,Control theory,Angular velocity,Algebra,Algebraic,geometric methods,estimation,Lie groups,output feedback and observers
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要