Reduced-order observer design for systems with non-monotonic nonlinearities

The problem of constructing globally convergent, reduced-order observers for nonlinear systems is addressed. Current results on nonlinear observer design require that the nonlinearities appearing in the system equations are either linear functions of the unmeasured states or monotonic functions of a linear combination of the states. In this paper we relax these two assumptions by allowing for a wider class of nonlinearities to appear in the system equations. The proposed approach is demonstrated on a simple example and on the well-known "ball and beam" mechanical system

[1]  Wei Lin,et al.  A Global Observer for Observable Autonomous Systems with Bounded Solution Trajectories , 2005, Proceedings of the 44th IEEE Conference on Decision and Control.

[2]  A. Germani,et al.  A Luenberger-like observer for nonlinear systems , 1993 .

[3]  D. Luenberger An introduction to observers , 1971 .

[4]  J. Gauthier,et al.  Erratum Observability and Observers for Nonlinear Systems , 1995 .

[5]  Alessandro Astolfi,et al.  Global complete observability and output-to-state stability imply the existence of a globally convergent observer , 2006, Math. Control. Signals Syst..

[6]  MingQing Xiao,et al.  Nonlinear Observer Design in the Siegel Domain , 2002, SIAM J. Control. Optim..

[7]  A. Astolfi,et al.  Nonlinear observer design using invariant manifolds and applications , 2005, Proceedings of the 44th IEEE Conference on Decision and Control.

[8]  L. Praly,et al.  Remarks on the existence of a Kazantzis-Kravaris/Luenberger observer , 2004, CDC.

[9]  A. Krener,et al.  Nonlinear observers with linearizable error dynamics , 1985 .

[10]  Petar V. Kokotovic,et al.  Nonlinear observers: a circle criterion design and robustness analysis , 2001, Autom..

[11]  Jie Huang,et al.  Robust nonlinear control of the ball and beam system , 1995, Proceedings of 1995 American Control Conference - ACC'95.

[12]  Robert Engel,et al.  A continuous-time observer which converges in finite time , 2002, IEEE Trans. Autom. Control..

[13]  Murat Arcak,et al.  Observer design for systems with multivariable monotone nonlinearities , 2003, Syst. Control. Lett..

[14]  J. Tsinias Further results on the observer design problem , 1990 .

[15]  C. Kravaris,et al.  Nonlinear observer design using Lyapunov's auxiliary theorem , 1997, Proceedings of the 36th IEEE Conference on Decision and Control.

[16]  Arthur J. Krener,et al.  Linearization by output injection and nonlinear observers , 1983 .

[17]  P. Kokotovic,et al.  Nonlinear control via approximate input-output linearization: the ball and beam example , 1992 .

[18]  Petar V. Kokotovic,et al.  Observer-based control of systems with slope-restricted nonlinearities , 2001, IEEE Trans. Autom. Control..