DocumentCode
596316
Title
Simulation of random effects in transmission line models via stochastic differential equations
Author
Brancik, L. ; Prokes, Ales ; Kolarova, E.
Author_Institution
Dept. of Radio Electron., Brno Univ. of Technol., Brno, Czech Republic
fYear
2012
fDate
12-15 Dec. 2012
Firstpage
306
Lastpage
310
Abstract
The paper deals with a method for simulation of transmission line (TL) models with randomly varied parameters, based on the theory of stochastic differential equations (SDE). The random changes of both excitation sources and TL model parameters can be considered. Voltage and/or current responses are represented in the form of the sample means and proper confidence intervals to provide reliable estimates. The TL models are based on a cascade connection of RLGC networks enabling to model nonuniform TLs in general. To develop model equations a state-variable method is used, and afterwards a corresponding vector SDE is formulated. A stochastic implicit Euler numerical scheme is used while using the MATLAB® language environment for all the computations. To verify the results the deterministic responses are also computed by the help of a numerical inversion of Laplace transforms procedure.
Keywords
Laplace transforms; differential equations; numerical analysis; stochastic processes; transmission line theory; Laplace transforms; MATLAB; RLGC networks; excitation sources; random effects; state-variable method; stochastic differential equations; stochastic implicit Euler numerical scheme; transmission line models; Computational modeling; Differential equations; Integrated circuit modeling; Mathematical model; Noise; Stochastic processes; Vectors; Itô integral; MATLAB®; random effect; stochastic differential equation; transmission line;
fLanguage
English
Publisher
ieee
Conference_Titel
Advances in Computational Tools for Engineering Applications (ACTEA), 2012 2nd International Conference on
Conference_Location
Beirut
Print_ISBN
978-1-4673-2488-5
Type
conf
DOI
10.1109/ICTEA.2012.6462890
Filename
6462890
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