DocumentCode :
720005
Title :
A local approach for the modeling of linear parameter-varying systems based on transfer function interpolation with scaling coefficients
Author :
Ferranti, Francesco ; Rolain, Yves
Author_Institution :
Dept. of Fundamental Electr. & Instrum., Vrije Univ. Brussel, Brussels, Belgium
fYear :
2015
fDate :
11-14 May 2015
Firstpage :
606
Lastpage :
611
Abstract :
In this paper, we propose a novel modeling method for linear parameter-varying systems. First, a set of frequency-domain data samples of the system transfer function is computed for fixed values of the scheduling parameters. Then, a system identification step is performed to generate a set of rational models called root macromodels. Finally, a linear parameter-varying model is built by means of interpolation of the root macro-models at the transfer function level with scaling coefficients. This interpolation scheme is different from standard interpolation of state-space matrices for the modeling of linear parameter-varying systems. A measurement-based example is used to validate the proposed linear parameter-varying modeling technique.
Keywords :
frequency-domain analysis; interpolation; linear parameter varying systems; modelling; scheduling; transfer functions; frequency-domain data samples; linear parameter-varying systems; modeling method; rational models; root macromodel interpolation; scaling coefficients; scheduling parameters; transfer function interpolation; Computational modeling; Data models; Estimation; Interpolation; Linear systems; Processor scheduling; Transfer functions;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC), 2015 IEEE International
Conference_Location :
Pisa
Type :
conf
DOI :
10.1109/I2MTC.2015.7151337
Filename :
7151337
Link To Document :
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