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State Estimation via Designing Controller and State Estimation-Based Stabilization for Boolean Control Networks  ( SCI-EXPANDED收录)  

文献类型:期刊文献

英文题名:State Estimation via Designing Controller and State Estimation-Based Stabilization for Boolean Control Networks

作者:Chen, Yantao[1];Yang, Junqi[1];Li, Zhiqiang[2];Bu, Xuhui[1]

第一作者:Chen, Yantao

通讯作者:Yang, JQ[1]

机构:[1]Henan Polytech Univ, Sch Elect Engn & Automat, Henan Key Lab Intelligent Detect & Control Coal Mi, Jiaozuo 454003, Peoples R China;[2]Henan Univ Econ & Law, Sch Math & Informat Sci, Zhengzhou 450046, Peoples R China

第一机构:Henan Polytech Univ, Sch Elect Engn & Automat, Henan Key Lab Intelligent Detect & Control Coal Mi, Jiaozuo 454003, Peoples R China

通讯机构:[1]corresponding author), Henan Polytech Univ, Sch Elect Engn & Automat, Henan Key Lab Intelligent Detect & Control Coal Mi, Jiaozuo 454003, Peoples R China.

年份:0

外文期刊名:IEEE TRANSACTIONS ON CYBERNETICS

收录:;Scopus(收录号:2-s2.0-85142773897);WOS:【SCI-EXPANDED(收录号:WOS:000886826800001)】;

基金:Manuscript received 25 April 2022; revised 27 June 2022, 23 August 2022, and 25 September 2022; accepted 1 November 2022. This work was supported in part by the National Nature Science Foundation of China under Grant 61973105 and Grant 62273133, and in part by the Fundamental Research Funds for the Universities of Henan Province under Grant NSFRF180335. This article was recommended by Associate Editor P. Shi. (Corresponding author: Junqi Yang.)

语种:英文

外文关键词:Boolean control networks (BCNs); semitensor product (STP) of matrices; stabilization; state estimation; switching controller

摘要:This article investigates the issues of state estimation and state estimation-based stabilization for Boolean control networks (BCNs). Unlike previous state observers, this article proposes an optimal state estimator by designing a particular input sequence for the first time, where the maximum-minimum method is employed such that the state of BCNs can be uniquely estimated in short time steps. A minimum reconstructible state set (MRSS) is constructed to determine this input sequence. Next, based on the estimated state, a finite-time stabilization scheme is proposed by constructing a switching controller consisting of three stages. A controller is first developed to estimate the state of BCNs in finite-time steps, and a state reachable controller is also provided to make the state of BCNs reachable to a given equilibrium point. Subsequently, a constant controller is further developed to stabilize the state of BCNs to the equilibrium point. Finally, an oxidative stress response model is used to illustrate the effectiveness of the proposed results.

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