DocumentCode :
435104
Title :
Nonlinear balanced realizations
Author :
Verriest, Erik I. ; Gray, W. Steven
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Volume :
2
fYear :
2004
fDate :
14-17 Dec. 2004
Firstpage :
1164
Abstract :
Properties of sliding interval balancing for linear systems are revisited, as this notion is basic for our extension of balanced realizations to nonlinear systems. Nonlinear balancing is based upon three principles: 1) Balancing should be defined with respect to a nominal flow; 2) Only gramians defined over small time intervals should be used to preserve the accuracy of the linear perturbation model and; 3) Linearization should commute with balancing, in the sense that the linearization of a globally balanced model should correspond to the balanced linearized model in the original coordinates. Whereas it is generically possible to define a balanced framework locally, it is not possible to do so globally, and the notion of balancing was therefore relaxed, using integrating factors, to that of uncorrelatedness. As obstruction to the integrability of the (scaled) Jacobian is generic in dimensions n > 2, we focus our attention on the planar case, for which global balanced or uncorrelated realizations exist As with linear systems, the metric provided by a canonical gramian is shown to provide useful information about the dynamics of the system and the topology of the state space.
Keywords :
linearisation techniques; nonlinear systems; perturbation techniques; realisation theory; Jacobian integrability; canonical gramian; linear perturbation model; linear systems; nominal flow; nonlinear balanced realizations; nonlinear balancing; sliding interval balancing; Jacobian matrices; Linear systems; MATLAB; Mathematical model; Nonlinear filters; Nonlinear systems; Observability; Reduced order systems; State-space methods; Topology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control, 2004. CDC. 43rd IEEE Conference on
ISSN :
0191-2216
Print_ISBN :
0-7803-8682-5
Type :
conf
DOI :
10.1109/CDC.2004.1430199
Filename :
1430199
Link To Document :
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