Non-Linear Symmetry-Preserving Observers on Lie Groups

In this technical note, we give a geometrical framework for the design of observers on finite-dimensional Lie groups for systems which possess some specific symmetries. The design and the error (between true and estimated state) equation are explicit and intrinsic. We consider also a particular case...

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Veröffentlicht in:IEEE transactions on automatic control 2009-07, Vol.54 (7), p.1709-1713
Hauptverfasser: Bonnabel, S., Martin, P., Rouchon, P.
Format: Artikel
Sprache:eng
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Zusammenfassung:In this technical note, we give a geometrical framework for the design of observers on finite-dimensional Lie groups for systems which possess some specific symmetries. The design and the error (between true and estimated state) equation are explicit and intrinsic. We consider also a particular case: left-invariant systems on Lie groups with right equivariant output. The theory yields a class of observers such that the error equation is autonomous. The observers converge locally around any trajectory, and the global behavior is independent from the trajectory, which is reminiscent of the linear stationary case.
ISSN:0018-9286
1558-2523
DOI:10.1109/TAC.2009.2020646