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.

Statistical analysis of multiconductor cables and interconnects with internal variability and field coupling / Manfredi, Paolo; Canavero, Flavio. - STAMPA. - (2012), pp. 348-351. (Intervento presentato al convegno 2012 42nd European Microwave Conference (EuMC) tenutosi a Amsterdam nel October 28 - November 2).

Statistical analysis of multiconductor cables and interconnects with internal variability and field coupling

MANFREDI, PAOLO;CANAVERO, Flavio
2012

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.
2012
9781467322157
9782874870262
File in questo prodotto:
Non ci sono file associati a questo prodotto.
Pubblicazioni consigliate

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11583/2522441
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo