Algebraic modelling of linear systems by means of Walsh functions
Author:
Ulrich Konigorski a
| Affiliation: | a Darmstadt University of Technoloy, Institute of Automatic Control, Darmstadt, Germany |
DOI:
10.1080/13873950500067064
Publication Frequency:
6 issues per year
Published in:
Mathematical and Computer Modelling of Dynamical Systems,
Volume
12,
Issue
6
2006
, pages 589
- 605
Subjects:
Analysis - Mathematics;
Applied Mechanics;
Dynamical Control Systems;
Dynamical Systems;
Mathematical Modeling;
Mathematics & Statistics for Engineers;
Simulation & Modeling;
Formats available:
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(English)
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(English)
Previously published as:
Mathematical Modelling of Systems
(1381-2424)
until 1998
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Abstract
In this paper a new algebraic representation of linear time-variant dynamic systems is developed. It is shown that Walsh functions can be used to provide such a representation up to any desired precision. Due to the orthogonality of the Walsh functions, the required precision only depends on the number of Walsh functions used in the underlying Walsh - Fourier analysis. The resulting linear algebraic model bears some resemblance to the well-known Laplace transform and especially in the case of linear time-invariant systems there is even a direct link between the two descriptions. Based upon this result new procedures for simulation, system identification and controller design can be obtained. This is illustrated by calculating stairstep approximations of the inverse Laplace transform of rational and irrational systems as well as the design of a time-variant multivariable PI controller for a sixth-order linear time-variant system.
|
| Keywords: Linear time-variant systems; Walsh functions; Laplace transform; System identification and approximation |
| view references (28) |

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