Residential College | false |
Status | 已發表Published |
Fuzzy Observed-Based Adaptive Consensus Tracking Control for Second-Order Multiagent Systems with Heterogeneous Nonlinear Dynamics | |
Chen C.L.P.; Ren C.-E.; Du T. | |
2016 | |
Source Publication | IEEE Transactions on Fuzzy Systems |
ISSN | 10636706 |
Volume | 24Issue:4Pages:906 |
Abstract | In this paper, the consensus tracking control problem of second-order multiagent systems with unknown nonlinear dynamics, immeasurable states, and disturbances is investigated. The nonlinear dynamics in multiagent systems do not satisfy the matched condition. In this paper, fuzzy logic system is introduced to approximate the unknown nonlinear dynamics, and adaptive high-gain observer is designed to estimate the unmeasured states. Based on backstepping approach and Lyapunov theory, a new adaptive fuzzy distributed controller is proposed for each agent only using the information of itself and its neighbors. Then the consensus tracking is achieved under the designed distributed controller. Moreover, it is proved that all the signals in the multiagent systems are semiglobally uniformly ultimately bounded, and the consensus tracking error converges to a small neighborhood of the origin that can be designed as small as possible. Finally, the simulation result illustrates the effectiveness of the designed controller. © 2015 IEEE. |
Keyword | Adaptive Fuzzy Control Consensus Tracking Control Fuzzy Observer Multiagent Systems Second-order Nonlinear Systems |
DOI | 10.1109/TFUZZ.2015.2486817 |
URL | View the original |
Language | 英語English |
WOS ID | WOS:000381582100011 |
The Source to Article | Scopus |
Scopus ID | 2-s2.0-84981194449 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE |
Recommended Citation GB/T 7714 | Chen C.L.P.,Ren C.-E.,Du T.. Fuzzy Observed-Based Adaptive Consensus Tracking Control for Second-Order Multiagent Systems with Heterogeneous Nonlinear Dynamics[J]. IEEE Transactions on Fuzzy Systems, 2016, 24(4), 906. |
APA | Chen C.L.P.., Ren C.-E.., & Du T. (2016). Fuzzy Observed-Based Adaptive Consensus Tracking Control for Second-Order Multiagent Systems with Heterogeneous Nonlinear Dynamics. IEEE Transactions on Fuzzy Systems, 24(4), 906. |
MLA | Chen C.L.P.,et al."Fuzzy Observed-Based Adaptive Consensus Tracking Control for Second-Order Multiagent Systems with Heterogeneous Nonlinear Dynamics".IEEE Transactions on Fuzzy Systems 24.4(2016):906. |
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