DocumentCode
3178920
Title
Observability of nonlinear systems - an algebraic approach
Author
Tibken, Bernd
Author_Institution
Fac. of Electr., Inf. & Media Eng., Wuppertal Univ., Germany
Volume
5
fYear
2004
fDate
14-17 Dec. 2004
Firstpage
4824
Abstract
In this contribution global observability of nonlinear systems is investigated. The main idea is to derive a criterion which allows to decide if two initial states of a system can be distinguished by the output of the system. This well known criterion is equivalent to an infinite set of nonlinear equations. If the system is globally observable this set of equations has a very special solution set which can be characterized algebraically. Based on results from commutative algebra some new algorithmic methods to describe the solution set are given. This allows a global observability analysis for polynomial systems and for some specific classes of nonlinear systems. The new method is applied to an example from the literature.
Keywords
algebra; nonlinear control systems; nonlinear equations; observability; polynomials; commutative algebra; global observability; initial states; nonlinear equations; nonlinear systems; polynomial systems; Algebra; Functional analysis; Jacobian matrices; Modules (abstract algebra); Nonlinear equations; Nonlinear systems; Observability; Polynomials; State-space methods; Testing;
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.2004.1429553
Filename
1429553
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