A Symmetry-Preserving Reduced-Order Observer
A symmetry-preserving, reduced-order state observer is presented for the unmeasured part of a system's state, where the nonlinear system dynamics exhibit symmetry under the action of a Lie group. The proposed observer takes advantage of this symmetry through the use of a moving frame that const...
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Zusammenfassung: | A symmetry-preserving, reduced-order state observer is presented for the
unmeasured part of a system's state, where the nonlinear system dynamics
exhibit symmetry under the action of a Lie group. The proposed observer takes
advantage of this symmetry through the use of a moving frame that constructs
invariant mappings of the measurements. Sufficient conditions for the observer
to be asymptotically stable are developed by studying the stability of an
invariant error system. As an illustrative example, the observer is applied to
the problem of rigid-body velocity estimation, which demonstrate how exploiting
the symmetry of the system can simplify the stabilization of the estimation
error dynamics. |
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DOI: | 10.48550/arxiv.2411.07998 |