Variability Analysis of Multiport Systems Via Polynomial-Chaos Expansion

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...

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Vydáno v:IEEE transactions on microwave theory and techniques Ročník 60; číslo 8; s. 2329 - 2338
Hlavní autoři: Spina, D., Ferranti, F., Dhaene, T., Knockaert, L., Antonini, G., Vande Ginste, Dries
Médium: Journal Article
Jazyk:angličtina
Vydáno: New York, NY IEEE 01.08.2012
Institute of Electrical and Electronics Engineers
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:
Accuracy
Applied sciences
Computational modeling
Connectors
Design. Technologies. Operation analysis. Testing
Electronic equipment and fabrication. Passive components, printed wiring boards, connectics
Electronics
Exact sciences and technology
Integrated circuits
Interconnections
Mathematical analysis
Mathematical model
Microwaves
Monte Carlo methods
Multiport systems
polynomial chaos
Polynomials
Random variables
rational modeling
Semiconductor electronics. Microelectronics. Optoelectronics. Solid state devices
Stochastic processes
Transfer functions
variability analysis
Versatility
Chaos
Multiple access
Connector
Monte Carlo method
Macromodeling
Multiport systems
variability analysis
Modeling
polynomial chaos
Accuracy
Interconnection
rational modeling
Integrated circuit
Numerical simulation
Transfer function
ISSN:0018-9480, 1557-9670
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Popis
Shrnutí: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.
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ISSN:0018-9480
1557-9670
DOI:10.1109/TMTT.2012.2202685