کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
695693 890312 2013 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Recursive identification of errors-in-variables Wiener systems
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی کنترل و سیستم های مهندسی
پیش نمایش صفحه اول مقاله
Recursive identification of errors-in-variables Wiener systems
چکیده انگلیسی

This paper considers the recursive identification of errors-in-variables (EIV) Wiener systems composed of a linear dynamic system followed by a static nonlinearity. Both the system input and output are observed with additive noises being ARMA processes with unknown coefficients. By a stochastic approximation incorporated with the deconvolution kernel functions, the recursive algorithms are proposed for estimating the coefficients of the linear subsystem and for the values of the nonlinear function. All the estimates are proved to converge to the true values with probability one. A simulation example is given to verify the theoretical analysis.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Automatica - Volume 49, Issue 9, September 2013, Pages 2744–2753
نویسندگان
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