Adaptive tracking control of stochastic switched nonlinear systems with unknown dead‐zone output
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Robust and Nonlinear Control"
DOI: 10.1002/rnc.5489
Abstract: In this article, the problem of adaptive output feedback control is carried out for stochastic switched nonlinear systems with dead‐zone output and asymmetric tracking constraints. A type of smooth approximate model is proposed, which unfastens… read more here.
Keywords: stochastic switched; zone output; output; dead zone ... See more keywords
Compositional Construction of Finite MDPs for Large-Scale Stochastic Switched Systems: A Dissipativity Approach
Sign Up to like & getrecommendations! Published in 2019 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2019.06.006
Abstract: Abstract In this paper, we provide a compositional technique for constructing finite abstractions (a.k.a. finite Markov decision processes) for networks of discrete-time stochastic switched systems. The proposed framework is based on the notion of stochastic… read more here.
Keywords: stochastic switched; finite mdps; dissipativity; switched systems ... See more keywords
Probabilistic reachability and control synthesis for stochastic switched systems using the tamed Euler method
Sign Up to like & getrecommendations! Published in 2020 at "Nonlinear Analysis: Hybrid Systems"
DOI: 10.1016/j.nahs.2020.100860
Abstract: Abstract In this paper, we explain how, under the one-sided Lipschitz (OSL) hypothesis, one can find a mean square error bound for a variant of the Euler–Maruyama approximation method for stochastic switched systems. Subsequently, we… read more here.
Keywords: euler; control; probabilistic reachability; method ... See more keywords
Adaptive neural tracking control of nonlinear stochastic switched non-lower triangular systems with input saturation
Sign Up to like & getrecommendations! Published in 2019 at "Neurocomputing"
DOI: 10.1016/j.neucom.2019.06.055
Abstract: Abstract This paper focuses on the problem of a class of nonlinear stochastic switched non-lower triangular systems with input saturation. A novel adaptive neural tracking controller is developed by constructing the appropriately common Lyapunov function… read more here.
Keywords: non lower; input saturation; stochastic switched; lower triangular ... See more keywords
Adaptive tracking control for a class of stochastic switched systems
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DOI: 10.1080/00207179.2016.1278270
Abstract: ABSTRACT The problem of adaptive tracking is considered for a class of stochastic switched systems, in this paper. As preliminaries, the criterion of global asymptotical practical stability in probability is first presented by the aid… read more here.
Keywords: control; switched systems; adaptive tracking; class stochastic ... See more keywords
A Novel Neural-Network-Based Adaptive Control Scheme for Output-Constrained Stochastic Switched Nonlinear Systems
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2017.2777472
Abstract: In this paper, a novel neural-network (NN)-based adaptive tracking controller design method is presented for the single-input/single-output nonlinear stochastic switched systems in lower triangular structures with an output constraint. First, a well-designed nonlinear mapping is… read more here.
Keywords: neural network; novel neural; network based; based adaptive ... See more keywords
A stochastic switched SIRS epidemic model with nonlinear incidence and vaccination: Stationary distribution and extinction
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Biomathematics"
DOI: 10.1142/s1793524520500205
Abstract: In this paper, a stochastic epidemic system with both switching noise and white noise is proposed to research the dynamics of the diseases. Nonlinear incidence and vaccination strategies are also c... read more here.
Keywords: stochastic switched; nonlinear incidence; switched sirs; incidence vaccination ... See more keywords