Synchronization and settling-time estimation of fuzzy memristive neural networks with time-varying delays: Fixed-time and preassigned-time control

Wang Leimin; Li Haoyu; Hu ChengHu JunhaoWang Qingyi

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Synchronization and settling-time estimation of fuzzy memristive neural networks with time-varying delays: Fixed-time and preassigned-time control

机译：Synchronization and settling-time estimation of fuzzy memristive neural networks with time-varying delays: Fixed-time and preassigned-time control

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摘要

This paper addresses the synchronization of fuzzy memristive neural networks (FMNNs) with time-varying delays, focusing on both fixed-time synchronization (FXTS) and preassigned-time synchronization (PTS) problems. Particularly, a delayed feedback controller is designed to achieve FXTS, then sufficient conditions for FMNNs are derived. Additionally, an upper bound for the settling-time is estimated without the independence of the initial state. Through adjusting the FXTS controller, a less conservative estimation for the settling-time is presented, further achieving PTS. Notably, to improve control efficiency and cost, the designed controller is simplified to realize FXTS and PTS even with simpler construction. Finally, numerical simulations are conducted to validate the significant results obtained in this work. & COPY; 2023 Elsevier B.V. All rights reserved.

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《Fuzzy sets and systems》 |2023年第30期|1.1-1.16|共16页
作者
Wang Leimin; Li Haoyu; Hu ChengHu JunhaoWang Qingyi;
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作者单位

China Univ Geosci||Hubei Key Lab Adv Control & Intelligent Automat Co||Minist Educ;

Xinjiang Univ;

South Cent Univ Nationalities;

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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种英语
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关键词
Synchronization; Settling-time; Fuzzy memristive neural networks; Fixed-time control; Preassigned-time control;

Synchronization and settling-time estimation of fuzzy memristive neural networks with time-varying delays: Fixed-time and preassigned-time control

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