Title :
Analysis of higher-order electrical circuits with noisy sources via stochastic differential equations approach
Author :
Brancik, Lubomir ; Kolarova, Edita
Author_Institution :
Dept. of Radio Electron., Brno Univ. of Technol., Brno, Czech Republic
Abstract :
The paper presents an unconventional technique for the analysis of higher-order electrical circuits excited from the sources with randomly varying voltages based on the stochastic differential equations (SDE) approach. The voltage and current responses of the electrical circuits are computed and represented in the form of mean values with particular confidence intervals to provide an estimate of the results. The method is applied to analyze responses of circuit models of optional orders, consisting of a cascade connection of the RLGC networks. To develop the model equations the state-variable method is used, afterwards a corresponding vector SDE is formulated and a stochastic Euler numerical technique utilized. To verify the results the deterministic responses are also computed by the help of the PSpice simulator or the numerical inversion of Laplace transforms MATLAB® procedure, in both cases removing a random term from the drive source.
Keywords :
Laplace transforms; RLC circuits; circuit noise; differential equations; networks (circuits); stochastic processes; Laplace transforms; Matlab procedure; PSpice simulator; RLGC networks; SDE approach; circuit model response; current response; higher-order electrical circuits; noisy sources; randomly-varying voltages; state-variable method; stochastic Euler numerical technique; stochastic differential equation approach; voltage response; Differential equations; Integrated circuit modeling; Mathematical model; Numerical models; RLC circuits; Stochastic processes; Vectors; Higher-order electrical circuit; Itô formula; MATLAB®; state variable; stochastic differential equation;
Conference_Titel :
Radioelektronika (RADIOELEKTRONIKA), 2012 22nd International Conference
Conference_Location :
Brno
Print_ISBN :
978-1-4673-0659-1