کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
697625 890377 2007 15 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Measuring a linear approximation to weakly nonlinear MIMO systems
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی کنترل و سیستم های مهندسی
پیش نمایش صفحه اول مقاله
Measuring a linear approximation to weakly nonlinear MIMO systems
چکیده انگلیسی

The paper addresses the problem of preserving the same LTI approximation of a nonlinear MIMO (multiple-input multiple-output) system. It is shown that when a nonlinear MIMO system is modeled by a multidimensional Volterra series, periodic noise and random multisines are equivalent excitations to the classical Gaussian noise, in a sense that they yield in the limit, as the number of the harmonics M→∞M→∞, the same linear approximation to the nonlinear MIMO system. This result extends previous results derived for nonlinear SISO (single-input single-output) systems. Based upon the analysis of the variability of the measured FRF (frequency response function) due to the presence of the nonlinearities and the randomness of the excitations, a new class of equivalent input signals is proposed, allowing for a lower variance of the nonlinear FRF measurements, while the same linear approximation is retrieved.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Automatica - Volume 43, Issue 10, October 2007, Pages 1737–1751
نویسندگان
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