کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6864937 1439552 2018 16 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Control design for Itô stochastic interval type-2 models with time-varying delays
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Control design for Itô stochastic interval type-2 models with time-varying delays
چکیده انگلیسی
This paper is concerned with stabilization problem for Itô stochastic interval type-2 (IT2) fuzzy systems with time-varying delays and unmatched premises. This problem is more complicated and challenging since it needs to deal with stochastic perturbations and time-varying delays as well as interval type-2 fuzzy basis functions simultaneously. A delay-dependent Lyapunov-Krasovskii functional (LKF) approach is proposed to analyse the underlying systems. By generalized Itô isometry, the reciprocally convex combination and time delay decomposition, a good estimate of the Lie derivative of the LKF can be established. A less conservative stochastic stability condition is thus established in terms of the estimate of the Lie derivative of the LKF. Finally, in light of the analysis result obtained, a state feedback controller is developed, and the effectiveness of the proposed approach is also illustrated by using a Monte Carlo simulation.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 275, 31 January 2018, Pages 829-844
نویسندگان
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