Fault-tolerant output-feedback stabilization for complex-valued neural networks with time delay and actuator failures
The paper considers the issue of fault-tolerant output-feedback stabilization for complex-valued neural networks with both time delay and actuator failures. The aim is to design a fault-tolerant output-feedback controller to ensure the network to be asymptotically stable. By using the discretized Ly...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
AIP Publishing LLC
2019-09-01
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| Series: | AIP Advances |
| Online Access: | http://dx.doi.org/10.1063/1.5116230 |
| _version_ | 1829118656902070272 |
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| author | Cancan Zhou Muyun Fang Jianwei Xia Jianping Zhou Zhen Wang |
| author_facet | Cancan Zhou Muyun Fang Jianwei Xia Jianping Zhou Zhen Wang |
| author_sort | Cancan Zhou |
| collection | DOAJ |
| description | The paper considers the issue of fault-tolerant output-feedback stabilization for complex-valued neural networks with both time delay and actuator failures. The aim is to design a fault-tolerant output-feedback controller to ensure the network to be asymptotically stable. By using the discretized Lyapunov-Krasovskii functional method as well as the free-weighting matrix approach, a delay-dependent stability criterion is proposed. Then, with the aid of some decoupling techniques, a method for the design of desired output-feedback fault-tolerant controller is developed. Finally, a numerical example is given to verify the effectiveness of the present stabilizing method. |
| first_indexed | 2024-12-13T10:42:18Z |
| format | Article |
| id | doaj.art-e09cf28d268d44f5a5e233ae5c38415d |
| institution | Directory Open Access Journal |
| issn | 2158-3226 |
| language | English |
| last_indexed | 2024-12-13T10:42:18Z |
| publishDate | 2019-09-01 |
| publisher | AIP Publishing LLC |
| record_format | Article |
| series | AIP Advances |
| spelling | doaj.art-e09cf28d268d44f5a5e233ae5c38415d2022-12-21T23:50:27ZengAIP Publishing LLCAIP Advances2158-32262019-09-0199095106095106-910.1063/1.5116230018909ADVFault-tolerant output-feedback stabilization for complex-valued neural networks with time delay and actuator failuresCancan Zhou0Muyun Fang1Jianwei Xia2Jianping Zhou3Zhen Wang4School of Computer Science & Technology, Anhui University of Technology, Ma’anshan 243032, ChinaSchool of Computer Science & Technology, Anhui University of Technology, Ma’anshan 243032, ChinaSchool of Mathematics Science, Liaocheng University, Liaocheng 252000, ChinaSchool of Computer Science & Technology, Anhui University of Technology, Ma’anshan 243032, ChinaCollege of Mathematics & Systems Science, Shandong University of Science & Technology, Qingdao 266590, ChinaThe paper considers the issue of fault-tolerant output-feedback stabilization for complex-valued neural networks with both time delay and actuator failures. The aim is to design a fault-tolerant output-feedback controller to ensure the network to be asymptotically stable. By using the discretized Lyapunov-Krasovskii functional method as well as the free-weighting matrix approach, a delay-dependent stability criterion is proposed. Then, with the aid of some decoupling techniques, a method for the design of desired output-feedback fault-tolerant controller is developed. Finally, a numerical example is given to verify the effectiveness of the present stabilizing method.http://dx.doi.org/10.1063/1.5116230 |
| spellingShingle | Cancan Zhou Muyun Fang Jianwei Xia Jianping Zhou Zhen Wang Fault-tolerant output-feedback stabilization for complex-valued neural networks with time delay and actuator failures AIP Advances |
| title | Fault-tolerant output-feedback stabilization for complex-valued neural networks with time delay and actuator failures |
| title_full | Fault-tolerant output-feedback stabilization for complex-valued neural networks with time delay and actuator failures |
| title_fullStr | Fault-tolerant output-feedback stabilization for complex-valued neural networks with time delay and actuator failures |
| title_full_unstemmed | Fault-tolerant output-feedback stabilization for complex-valued neural networks with time delay and actuator failures |
| title_short | Fault-tolerant output-feedback stabilization for complex-valued neural networks with time delay and actuator failures |
| title_sort | fault tolerant output feedback stabilization for complex valued neural networks with time delay and actuator failures |
| url | http://dx.doi.org/10.1063/1.5116230 |
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