Bipartite Consensus of Fuzzy Multiagent Systems on Multilayer Coopetition Networks Using Output Measurements and Its Application to Image Communication
This paper deals with the problem of bipartite consensus for Takagi-Sugeno fuzzy multiagent systems on multilayer cooperation-competition networks and its application to image communication. Fuzzy control laws are proposed by using relative output measurements between neighboring agents, where addit...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2023-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10319464/ |
| _version_ | 1797454714997047296 |
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| author | Xinhua Wu Suying Sheng Guoping Lu |
| author_facet | Xinhua Wu Suying Sheng Guoping Lu |
| author_sort | Xinhua Wu |
| collection | DOAJ |
| description | This paper deals with the problem of bipartite consensus for Takagi-Sugeno fuzzy multiagent systems on multilayer cooperation-competition networks and its application to image communication. Fuzzy control laws are proposed by using relative output measurements between neighboring agents, where additive couplings are considered to show the different layered-interactions. Sufficient conditions for bipartite consensus of the multilayer networks with signed graphs are obtained by using the signed graph theory, Lyapunov stability theory and Takagi-Sugeno fuzzy systems theory. Then, coupled chaotic Lorenz systems over multilayer signed-networks are illustrated to show the effectiveness of the obtained results. Finally, a new multiagent image communication system is constructed based on the bipartite consensus of the fuzzy multilayer coopetition multiagent network, in which two agents in different layers for point-to-point communication use the output measurements from their own and neighboring agents as the synchronous encryption/decryption keystreams. The experimental results show that the proposed multiagent image communication system has excellent performance against some classical attacks. |
| first_indexed | 2024-03-09T15:42:03Z |
| format | Article |
| id | doaj.art-a755edab38f64899a571f0d876ac9170 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-03-09T15:42:03Z |
| publishDate | 2023-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-a755edab38f64899a571f0d876ac91702023-11-25T00:00:57ZengIEEEIEEE Access2169-35362023-01-011112861812863210.1109/ACCESS.2023.333369210319464Bipartite Consensus of Fuzzy Multiagent Systems on Multilayer Coopetition Networks Using Output Measurements and Its Application to Image CommunicationXinhua Wu0https://orcid.org/0000-0002-9920-9909Suying Sheng1Guoping Lu2https://orcid.org/0000-0002-6815-4554School of Information Engineering, Jiangsu College of Engineering and Technology, Nantong, ChinaSchool of Electrical Engineering, Nantong University, Nantong, ChinaSchool of Electrical Engineering, Nantong University, Nantong, ChinaThis paper deals with the problem of bipartite consensus for Takagi-Sugeno fuzzy multiagent systems on multilayer cooperation-competition networks and its application to image communication. Fuzzy control laws are proposed by using relative output measurements between neighboring agents, where additive couplings are considered to show the different layered-interactions. Sufficient conditions for bipartite consensus of the multilayer networks with signed graphs are obtained by using the signed graph theory, Lyapunov stability theory and Takagi-Sugeno fuzzy systems theory. Then, coupled chaotic Lorenz systems over multilayer signed-networks are illustrated to show the effectiveness of the obtained results. Finally, a new multiagent image communication system is constructed based on the bipartite consensus of the fuzzy multilayer coopetition multiagent network, in which two agents in different layers for point-to-point communication use the output measurements from their own and neighboring agents as the synchronous encryption/decryption keystreams. The experimental results show that the proposed multiagent image communication system has excellent performance against some classical attacks.https://ieeexplore.ieee.org/document/10319464/Bipartite consensusmultilayer networkssigned graphTakagi-Sugeno fuzzy multiagent systemsimage secure communication |
| spellingShingle | Xinhua Wu Suying Sheng Guoping Lu Bipartite Consensus of Fuzzy Multiagent Systems on Multilayer Coopetition Networks Using Output Measurements and Its Application to Image Communication IEEE Access Bipartite consensus multilayer networks signed graph Takagi-Sugeno fuzzy multiagent systems image secure communication |
| title | Bipartite Consensus of Fuzzy Multiagent Systems on Multilayer Coopetition Networks Using Output Measurements and Its Application to Image Communication |
| title_full | Bipartite Consensus of Fuzzy Multiagent Systems on Multilayer Coopetition Networks Using Output Measurements and Its Application to Image Communication |
| title_fullStr | Bipartite Consensus of Fuzzy Multiagent Systems on Multilayer Coopetition Networks Using Output Measurements and Its Application to Image Communication |
| title_full_unstemmed | Bipartite Consensus of Fuzzy Multiagent Systems on Multilayer Coopetition Networks Using Output Measurements and Its Application to Image Communication |
| title_short | Bipartite Consensus of Fuzzy Multiagent Systems on Multilayer Coopetition Networks Using Output Measurements and Its Application to Image Communication |
| title_sort | bipartite consensus of fuzzy multiagent systems on multilayer coopetition networks using output measurements and its application to image communication |
| topic | Bipartite consensus multilayer networks signed graph Takagi-Sugeno fuzzy multiagent systems image secure communication |
| url | https://ieeexplore.ieee.org/document/10319464/ |
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