Fuzzy Model-Based Asynchronous Control for Markov Switching Systems with Stochastic Fading Channels
This work investigates the asynchronous control for fuzzy Markov switching systems (MSSs) with randomly occurring fading channel. By resorting to a T-S fuzzy model, the nonlinear MSSs can be handled. Meanwhile, in the unreliable network, the Rice fading model is proposed to capture the randomly occu...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2020-01-01
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| Series: | Complexity |
| Online Access: | http://dx.doi.org/10.1155/2020/8840784 |
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| _version_ | 1849684789673590784 |
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| author | Fayuan Wu Jinhui Tang Zhuang Liu Qi Xiao Xiaodong Zheng Shuangsi Xue |
| author_facet | Fayuan Wu Jinhui Tang Zhuang Liu Qi Xiao Xiaodong Zheng Shuangsi Xue |
| author_sort | Fayuan Wu |
| collection | DOAJ |
| description | This work investigates the asynchronous control for fuzzy Markov switching systems (MSSs) with randomly occurring fading channel. By resorting to a T-S fuzzy model, the nonlinear MSSs can be handled. Meanwhile, in the unreliable network, the Rice fading model is proposed to capture the randomly occurring channel fading, which covers packet dropouts and network-induced delays as special cases. In light of the hidden Markov model, the asynchronous phenomenon of controller is taken into consideration, and asynchronous fuzzy controller is obtained. In the end, a numerical example and a single-link robotic arm model are applied to demonstrate the validity of the derived results. |
| format | Article |
| id | doaj-art-c647c0d2c60646e594319934fe86a0d1 |
| institution | DOAJ |
| issn | 1076-2787 1099-0526 |
| language | English |
| publishDate | 2020-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Complexity |
| spelling | doaj-art-c647c0d2c60646e594319934fe86a0d12025-08-20T03:23:22ZengWileyComplexity1076-27871099-05262020-01-01202010.1155/2020/88407848840784Fuzzy Model-Based Asynchronous Control for Markov Switching Systems with Stochastic Fading ChannelsFayuan Wu0Jinhui Tang1Zhuang Liu2Qi Xiao3Xiaodong Zheng4Shuangsi Xue5Electric Power Research Institute of State Grid Jiangxi Electric Power Co.Ltd., Nanchang 330096, ChinaElectric Power Research Institute of State Grid Jiangxi Electric Power Co.Ltd., Nanchang 330096, ChinaElectric Power Research Institute of State Grid Jiangxi Electric Power Co.Ltd., Nanchang 330096, ChinaState Grid Jiangxi Electric Power Co.Ltd., Nanchan 330096, ChinaSchool of Electrical Engineering, Xi’an Jiaotong University, Xi’an 710049, ChinaSchool of Electrical Engineering, Xi’an Jiaotong University, Xi’an 710049, ChinaThis work investigates the asynchronous control for fuzzy Markov switching systems (MSSs) with randomly occurring fading channel. By resorting to a T-S fuzzy model, the nonlinear MSSs can be handled. Meanwhile, in the unreliable network, the Rice fading model is proposed to capture the randomly occurring channel fading, which covers packet dropouts and network-induced delays as special cases. In light of the hidden Markov model, the asynchronous phenomenon of controller is taken into consideration, and asynchronous fuzzy controller is obtained. In the end, a numerical example and a single-link robotic arm model are applied to demonstrate the validity of the derived results.http://dx.doi.org/10.1155/2020/8840784 |
| spellingShingle | Fayuan Wu Jinhui Tang Zhuang Liu Qi Xiao Xiaodong Zheng Shuangsi Xue Fuzzy Model-Based Asynchronous Control for Markov Switching Systems with Stochastic Fading Channels Complexity |
| title | Fuzzy Model-Based Asynchronous Control for Markov Switching Systems with Stochastic Fading Channels |
| title_full | Fuzzy Model-Based Asynchronous Control for Markov Switching Systems with Stochastic Fading Channels |
| title_fullStr | Fuzzy Model-Based Asynchronous Control for Markov Switching Systems with Stochastic Fading Channels |
| title_full_unstemmed | Fuzzy Model-Based Asynchronous Control for Markov Switching Systems with Stochastic Fading Channels |
| title_short | Fuzzy Model-Based Asynchronous Control for Markov Switching Systems with Stochastic Fading Channels |
| title_sort | fuzzy model based asynchronous control for markov switching systems with stochastic fading channels |
| url | http://dx.doi.org/10.1155/2020/8840784 |
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