Residential College | false |
Status | 已發表Published |
Adaptive consensus control for a class of nonlinear multiagent time-delay systems using neural networks | |
Chen C.L.P.; Wen G.-X.; Liu Y.-J.; Wang F.-Y. | |
2014 | |
Source Publication | IEEE Transactions on Neural Networks and Learning Systems |
ISSN | 2162237X |
Volume | 25Issue:6Pages:1217 |
Abstract | Because of the complicity of consensus control of nonlinear multiagent systems in state time-delay, most of previous works focused only on linear systems with input time-delay. An adaptive neural network (NN) consensus control method for a class of nonlinear multiagent systems with state time-delay is proposed in this paper. The approximation property of radial basis function neural networks (RBFNNs) is used to neutralize the uncertain nonlinear dynamics in agents. An appropriate Lyapunov-Krasovskii functional, which is obtained from the derivative of an appropriate Lyapunov function, is used to compensate the uncertainties of unknown time delays. It is proved that our proposed approach guarantees the convergence on the basis of Lyapunov stability theory. The simulation results of a nonlinear multiagent time-delay system and a multiple collaborative manipulators system show the effectiveness of the proposed consensus control algorithm. © 2012 IEEE. |
Keyword | Consensus Control Lyapunov-krasovskii Functional Neural Networks (Nns) Nonlinear Multiagent Systems Time Delay |
DOI | 10.1109/TNNLS.2014.2302477 |
URL | View the original |
Language | 英語English |
WOS ID | WOS:000336917000016 |
The Source to Article | Scopus |
Scopus ID | 2-s2.0-84901449698 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE |
Recommended Citation GB/T 7714 | Chen C.L.P.,Wen G.-X.,Liu Y.-J.,et al. Adaptive consensus control for a class of nonlinear multiagent time-delay systems using neural networks[J]. IEEE Transactions on Neural Networks and Learning Systems, 2014, 25(6), 1217. |
APA | Chen C.L.P.., Wen G.-X.., Liu Y.-J.., & Wang F.-Y. (2014). Adaptive consensus control for a class of nonlinear multiagent time-delay systems using neural networks. IEEE Transactions on Neural Networks and Learning Systems, 25(6), 1217. |
MLA | Chen C.L.P.,et al."Adaptive consensus control for a class of nonlinear multiagent time-delay systems using neural networks".IEEE Transactions on Neural Networks and Learning Systems 25.6(2014):1217. |
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