DocumentCode :
1544146
Title :
Variability Analysis of Multiport Systems Via Polynomial-Chaos Expansion
Author :
Spina, Domenico ; Ferranti, Francesco ; Dhaene, Tom ; Knockaert, Luc ; Antonini, Giulio ; Vande Ginste, Dries
Author_Institution :
Dept. of Inf. Technol., Ghent Univ. - IBBT, Ghent, Belgium
Volume :
60
Issue :
8
fYear :
2012
Firstpage :
2329
Lastpage :
2338
Abstract :
We present a novel technique to perform variability analysis of multiport systems. The versatility of the proposed technique makes it suitable for the analysis of different types of modern electrical systems (e.g., interconnections, filters, connectors). The proposed method, based on the calculation of a set of univariate macromodels and on the use of the polynomial chaos expansion, produces a macromodel of the transfer function of the multiport system including its statistical properties. The accuracy and the significant speed up with respect to the classical Monte Carlo analysis are verified by means of two numerical examples.
Keywords :
Monte Carlo methods; chaos; electric connectors; integrated circuit interconnections; polynomials; transfer functions; Monte Carlo analysis; connectors; filters; interconnections; modern electrical systems; multiport systems; polynomial chaos expansion; statistical properties; transfer function; univariate macromodels; variability analysis; Computational modeling; Mathematical model; Polynomials; Random variables; Stochastic processes; Transfer functions; Multiport systems; polynomial chaos; rational modeling; variability analysis;
fLanguage :
English
Journal_Title :
Microwave Theory and Techniques, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9480
Type :
jour
DOI :
10.1109/TMTT.2012.2202685
Filename :
6220871
Link To Document :
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