Adaptive NN stabilization for stochastic systems with discrete and distributed time-varying delays |
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| Authors: | Jing Li Junmin Li Yuli Xiao |
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| Institution: | Jing Li 1,*,Junmin Li 1,and Yuli Xiao 2 1.Department of Mathematics,Xidian University,Xi'an 710071,P.R.China,2.School of Telecommunications Engineering |
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| Abstract: | A new adaptive neural network(NN) output-feedback stabilization controller is investigated for a class of uncertain stochastic nonlinear strict-feedback systems with discrete and distributed time-varying delays and unknown nonlinear functions in both drift and diffusion terms.First,an extensional stability notion and the related criterion are introduced.Then,a nonlinear observer to estimate the unmeasurable states is designed,and a systematic backstepping procedure to design an adaptive NN output-feedback c... |
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| Keywords: | distributed delay output-feedback stabilization nonlinear observer stochastic nonlinear strict-feedback system adaptive neural network control(ANNC) |
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