Fractional-order Difference Basis Functions - a new modeling concept for dynamical systems
| Autor: | Marian Lukaniszyn, Marek Rydel, Marcin Galek, Krzysztof J. Latawiec, Rafał Stanisławski |
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| Rok vydání: | 2019 |
| Předmět: |
Fir model
0209 industrial biotechnology Class (set theory) Dynamical systems theory Generalization Computer science Basis function 02 engineering and technology Numerical models 020901 industrial engineering & automation 0202 electrical engineering electronic engineering information engineering Applied mathematics Order (group theory) 020201 artificial intelligence & image processing Model implementation |
| Zdroj: | MMAR |
| DOI: | 10.1109/mmar.2019.8864665 |
| Popis: | This paper presents a new concept for modeling of linear fractional-order dynamical systems. The proposed model is based on specific basis functions, the so called Fractional-order Difference Basis Functions, which are a generalization of the delayed filters used in the FIR model. In the paper, we show elementary properties of the model and present a method for model implementation. Simulation example shows that the model can be effective in modeling of a class of dynamical systems. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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