Noise analysis of band pass filters using stochastic differential equations

被引:3
|
作者
Nabati, Parisa [1 ]
Babazadeh, Hadiseh [2 ]
Azadfar, Hamed [1 ]
机构
[1] Urmia Univ Technol, Fac Sci, Orumiyeh, Iran
[2] Urmia Univ Technol, Fac Elect Engn, Orumiyeh, Iran
关键词
White noise; Monte Carlo simulation; Numerical simulation; Circuit analysis; Diffusion process; Band pass filter; Stochastic differential equation; PERSPECTIVE;
D O I
10.1108/COMPEL-06-2018-0253
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Purpose The purpose of this paper is to analyze the effects of white noise perturbations of the input voltage on the band pass filter response, both on pass band and reject band. Design/methodology/approach By adding white noise term in the input voltage of the filter circuit, the deterministic ordinary differential equation (ODE) is replaced by a stochastic differential equation (SDE). With the application of Ito lemma, the analytical solution of SDE has been obtained. Furthermore, based on the Euler-Maruyama approximation, the numerical simulation for SDE has been done. Practical implications Numerical examples are performed using MATLAB programming to show the efficiency and accuracy of the present work. Originality/value All previous noise analyses of filter circuits were done using ODEs or component noise formulas in the electrical domain. The stochastic perspective for these circuits is adopted for the first time in this paper.
引用
收藏
页码:693 / 702
页数:10
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