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Non-linear Symmetry-preserving Observer on Lie Groups

Abstract : 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.
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Submitted on : Friday, April 23, 2010 - 4:56:03 PM
Last modification on : Monday, April 11, 2022 - 3:44:02 PM
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Silvère Bonnabel, Philippe Martin, Pierre Rouchon. Non-linear Symmetry-preserving Observer on Lie Groups. IEEE Transactions on Automatic Control, Institute of Electrical and Electronics Engineers, 2009, 54 (7), pp.1709 - 1713. ⟨10.1109/TAC.2009.2020646⟩. ⟨hal-00447803⟩



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