Title :
Non-Linear Symmetry-Preserving Observers on Lie Groups
Author :
Bonnabel, Silvere ; Martin, Philippe ; Rouchon, Pierre
Author_Institution :
Math. et Syst., Mines ParisTech, Paris, France
fDate :
7/1/2009 12:00:00 AM
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.
Keywords :
Lie groups; geometry; nonlinear control systems; observers; state-space methods; finite-dimensional Lie group; geometrical framework; left-invariant system; nonlinear symmetry-preserving observer design; state space; Adaptive control; Automatic control; Automotive engineering; Chemical reactors; Control systems; Convergence; Inertial navigation; Linear systems; Lyapunov method; Nonlinear equations; Observers; Optimal control; Polynomials; Robust stability; Stability analysis; State estimation; State-space methods; Time varying systems; Inertial navigation; Lie group; invariance; nonlinear asymptotic observer; symmetry;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2009.2020646