Realization of discrete-time nonlinear input–output equations: Polynomial approach

The aim of this paper is to solve reduction and realization problems for discrete-time multi-input multi-output nonlinear control systems by applying the theory of non-commutative polynomials. First, the necessary and sufficient reducibility condition is presented in terms of the greatest common lef...

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Veröffentlicht in:Automatica (Oxford) Jg. 48; H. 2; S. 255 - 262
Hauptverfasser: KOTTA, Ülle, TONSO, Maris
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Kidlington Elsevier Ltd 01.02.2012
Elsevier
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ISSN:0005-1098, 1873-2836
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Abstract The aim of this paper is to solve reduction and realization problems for discrete-time multi-input multi-output nonlinear control systems by applying the theory of non-commutative polynomials. First, the necessary and sufficient reducibility condition is presented in terms of the greatest common left divisor of two polynomial matrices associated with the set of the higher order input–output (i/o) difference equations of the system. The condition also provides a method for system reduction, i.e. for finding the irreducible representation of the set of the i/o equations, being transfer equivalent to the original system representation. Second, to solve the realization problem, a formula is presented for computing the differentials of the state coordinates directly from the polynomial description of the nonlinear system. The polynomial approach addressed in this paper is more direct and requires noticeably less computations than earlier methods represented in terms of subspaces of differential one-forms.
AbstractList The aim of this paper is to solve reduction and realization problems for discrete-time multi-input multi-output nonlinear control systems by applying the theory of non-commutative polynomials. First, the necessary and sufficient reducibility condition is presented in terms of the greatest common left divisor of two polynomial matrices associated with the set of the higher order input–output (i/o) difference equations of the system. The condition also provides a method for system reduction, i.e. for finding the irreducible representation of the set of the i/o equations, being transfer equivalent to the original system representation. Second, to solve the realization problem, a formula is presented for computing the differentials of the state coordinates directly from the polynomial description of the nonlinear system. The polynomial approach addressed in this paper is more direct and requires noticeably less computations than earlier methods represented in terms of subspaces of differential one-forms.
Author Kotta, Ülle
Tõnso, Maris
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  surname: TONSO
  fullname: TONSO, Maris
  organization: Institute of Cybernetics at Tallinn University of Technology, Akadeemia tee 21, 12618 Tallinn, Estonia
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Issue 2
Keywords Discrete-time systems
Polynomial methods
Nonlinear control systems
Reduction
Input–output models
State space realization
MIMO system
Polynomial matrix
Reducibility
System realization
Necessary and sufficient condition
Differential form
Non linear control
Polynomial equation
Systems theory
Polynomial method
Input-output models
Difference equation
Non linear system
Irreducible representation
Discrete time
System representation
Input output model
Language English
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Snippet The aim of this paper is to solve reduction and realization problems for discrete-time multi-input multi-output nonlinear control systems by applying the...
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SubjectTerms Applied sciences
Computation
Computer science; control theory; systems
Control system analysis
Control theory. Systems
Differentials
Discrete-time systems
Dynamical systems
Equivalence
Exact sciences and technology
Input–output models
Mathematical analysis
Modelling and identification
Nonlinear control systems
Nonlinearity
Polynomial methods
Reduction
Representations
State space realization
System theory
Title Realization of discrete-time nonlinear input–output equations: Polynomial approach
URI https://dx.doi.org/10.1016/j.automatica.2011.07.010
https://www.proquest.com/docview/1019625225
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