DocumentCode :
594336
Title :
Statistical analysis of multiconductor cables and interconnects with internal variability and field coupling
Author :
Manfredi, Paolo ; Canavero, Flavio G.
Author_Institution :
Dipt. di Elettron. e Telecomun., Politec. di Torino, Turin, Italy
fYear :
2012
fDate :
Oct. 29 2012-Nov. 1 2012
Firstpage :
348
Lastpage :
351
Abstract :
This paper provides an overview of the polynomial chaos (PC) technique applied to the statistical analysis of multi-conductor cables and PCB interconnects with internal variability, like cross-sectional variations, or random field coupling. The methodology is based on the expansion of the random electrical variables onto orthogonal polynomial bases. Accurate polynomial approximations for the random output variables of interest can be obtained through the solution of augmented but deterministic systems of equations, and used for a faster computation of relevant statistical information. Compared to traditional brute-force techniques for statistical analysis, like the Monte Carlo (MC) method, PC offers comparable accuracy and increased efficiency in many practical situations. Application examples demonstrate the strength of the proposed approach.
Keywords :
Monte Carlo methods; polynomial approximation; printed circuit interconnections; statistical analysis; MC method; Monte Carlo method; PCB interconnects; brute-force techniques; cross-sectional variations; deterministic systems; internal variability; multiconductor cables; orthogonal polynomial bases; polynomial approximations; random electrical variables; random field coupling; random output variables; statistical analysis; Computational modeling; Crosstalk; Mathematical model; Polynomials; Probability density function; Stochastic processes; Field coupling; polynomial chaos; stochastic analysis; transmission lines; uncertainty;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Microwave Conference (EuMC), 2012 42nd European
Conference_Location :
Amsterdam
Print_ISBN :
978-1-4673-2215-7
Electronic_ISBN :
978-2-87487-026-2
Type :
conf
Filename :
6459107
Link To Document :
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