State-space realization of nonlinear control systems: unification and extension via pseudo-linear algebra
Kybernetika, Tome 48 (2012) no. 6, pp. 1100-1113
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In this paper the tools of pseudo-linear algebra are applied to the realization problem, allowing to unify the study of the continuous- and discrete-time nonlinear control systems under a single algebraic framework. The realization of nonlinear input-output equation, defined in terms of the pseudo-linear operator, in the classical state-space form is addressed by the polynomial approach in which the system is described by two polynomials from the non-commutative ring of skew polynomials. This allows to simplify the existing step-by-step algorithm-based solution. The paper presents explicit formulas to compute the differentials of the state coordinates directly from the polynomial description of the nonlinear system. The method is straight-forward and better suited for implementation in different computer algebra packages such as \textit{Mathematica} or \textit{Maple}.
Classification :
62A10, 93E12
Keywords: nonlinear control systems; input-output models; realization; pseudo-linear algebra
Keywords: nonlinear control systems; input-output models; realization; pseudo-linear algebra
@article{KYB_2012__48_6_a2,
author = {Belikov, Juri and Kotta, \"Ulle and T\~onso, Maris},
title = {State-space realization of nonlinear control systems: unification and extension via pseudo-linear algebra},
journal = {Kybernetika},
pages = {1100--1113},
publisher = {mathdoc},
volume = {48},
number = {6},
year = {2012},
mrnumber = {3052876},
language = {en},
url = {http://geodesic.mathdoc.fr/item/KYB_2012__48_6_a2/}
}
TY - JOUR AU - Belikov, Juri AU - Kotta, Ülle AU - Tõnso, Maris TI - State-space realization of nonlinear control systems: unification and extension via pseudo-linear algebra JO - Kybernetika PY - 2012 SP - 1100 EP - 1113 VL - 48 IS - 6 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/KYB_2012__48_6_a2/ LA - en ID - KYB_2012__48_6_a2 ER -
%0 Journal Article %A Belikov, Juri %A Kotta, Ülle %A Tõnso, Maris %T State-space realization of nonlinear control systems: unification and extension via pseudo-linear algebra %J Kybernetika %D 2012 %P 1100-1113 %V 48 %N 6 %I mathdoc %U http://geodesic.mathdoc.fr/item/KYB_2012__48_6_a2/ %G en %F KYB_2012__48_6_a2
Belikov, Juri; Kotta, Ülle; Tõnso, Maris. State-space realization of nonlinear control systems: unification and extension via pseudo-linear algebra. Kybernetika, Tome 48 (2012) no. 6, pp. 1100-1113. http://geodesic.mathdoc.fr/item/KYB_2012__48_6_a2/