DocumentCode
3419380
Title
Exact sampled data representation of continuous time nonlinear systems by finite polynomials with exactly determined coefficients
Author
Hohmann, Sören ; Konrad, Alexej ; Krebs, Volker
Author_Institution
Inst. fur Regelungs- und Steuerungssyst., Karlsruhe Univ., Germany
Volume
2
fYear
2001
fDate
2001
Firstpage
1628
Abstract
A new time discretization scheme is presented, based on a Taylor series expansion of the continuous time nonlinear system. It is shown that any Taylor series coefficient of the corresponding discrete-time nonlinear system can be calculated exactly. Therefore, the notion of Lie sequences is introduced facilitating the calculation of Taylor-Lie series significantly. Since the resulting coefficient can be expressed in terms of the matrix exponential, numerical algorithms for the determination of each coefficient can be used. An illustrative example quantifies the results
Keywords
Lie algebras; continuous time systems; discrete time systems; nonlinear systems; polynomials; sampled data systems; series (mathematics); Lie sequence; Taylor-Lie series; continuous time systems; discrete-time. system; discretization; finite polynomials; nonlinear systems; sampled data systems; Continuous time systems; Microcontrollers; Multidimensional systems; Nonlinear systems; Polynomials; Sampled data systems; Sampling methods; Signal processing algorithms; Signal sampling; Taylor series;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 2001. Proceedings of the 2001
Conference_Location
Arlington, VA
ISSN
0743-1619
Print_ISBN
0-7803-6495-3
Type
conf
DOI
10.1109/ACC.2001.945960
Filename
945960
Link To Document