Observer Design for a class of uniformly observable MIMO nonlinear systems with coupled structure

A high gain observer is synthesized from a canonical form that characterizes the class of uniformly observable systems. Two main contributions are to be emphasized: the first is related to the considered structure of the canonical form which does not assume a complete triangular structure. That is, each block may contain nonlinearities which depend on the whole state. The second main contribution lies in the simplicity of the observer gain synthesis since the expression of this gain is given and its calibration is reduced to the choice of a single design parameter. Moreover, this involves a design function that has to satisfy a mild condition which is given. Different expressions of such a function are proposed. Of particular interest, it is shown that high gain observers and sliding mode like observers can be derived by considering particular expressions of the design function. An example with simulation results is given for illustration purposes.

[1]  M. Hou,et al.  Observer with linear error dynamics for nonlinear multi-output systems , 1999 .

[2]  Alain Glumineau,et al.  Direct transformation of nonlinear systems into state affine MISO form for observer design , 2003, IEEE Trans. Autom. Control..

[3]  Martin Guay,et al.  Observer linearization by output-dependent time-scale transformations , 2002, IEEE Trans. Autom. Control..

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

[5]  H. Hammouri,et al.  Nonlinear observers for locally uniformly observable systems , 2003 .

[6]  R. Rajamani Observers for Lipschitz nonlinear systems , 1998, IEEE Trans. Autom. Control..

[7]  Mohammed M'Saad,et al.  Observer design for a class of MIMO nonlinear systems , 2004, Autom..

[8]  Hassan Hammouri,et al.  A high gain observer for a class of uniformly observable systems , 1991, [1991] Proceedings of the 30th IEEE Conference on Decision and Control.

[9]  H. Shim,et al.  Semi-global observer for multi-output nonlinear systems , 2001 .

[10]  심형보 A passivity-based nonlinear observer and a semi-global separation principle , 2000 .

[11]  H. Hammouri,et al.  Observer design for a special class of nonlinear systems , 1998 .

[12]  J. Gauthier,et al.  Exponentially converging observers for distillation columns and internal stability of the dynamic output feedback , 1992 .

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

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

[15]  R. E. Kalman,et al.  New Results in Linear Filtering and Prediction Theory , 1961 .

[16]  J. Rudolph,et al.  A block triangular nonlinear observer normal form , 1994 .

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

[18]  H. Hammouri,et al.  A graph approach to uniform observability of nonlinear multi-output systems , 2002, Proceedings of the 41st IEEE Conference on Decision and Control, 2002..

[19]  X. Xia,et al.  Nonlinear observer design by observer error linearization , 1989 .

[20]  Krishna Busawon,et al.  Observer design based on triangular form generated by injective map , 2000, IEEE Trans. Autom. Control..

[21]  J. Gauthier,et al.  A simple observer for nonlinear systems applications to bioreactors , 1992 .

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