2020
DOI: 10.1049/iet-cta.2020.0281
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Distributed adaptive consensus tracking control for non‐linear multi‐agent systems with time‐varying delays

Abstract: In this study, a novel distributed adaptive controller is provided for consensus control of high‐order non‐linear multi‐agent systems with unknown time‐varying delays. The system is subject to uncertain disturbances, and the agents' dynamics are not known. Unlike the existing literature, the proposed method does not require time‐delay terms in system dynamics to be bounded. A neural network is used to model the unknown non‐linear dynamics. Then, despite the destabilising effect of the unknown delays, some adap… Show more

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Cited by 9 publications
(5 citation statements)
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References 47 publications
(50 reference statements)
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“…Remark Although there is no restriction on the delayed nonlinear functions, the derivative of time‐varying state delay is required to be less than one. Such condition on time‐varying state delays is widely used 33‐35,42‐44 due to the use of LKFs. So far, no LKFs without this condition can compensate the delayed nonlinearities.…”
Section: Resultsmentioning
confidence: 99%
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“…Remark Although there is no restriction on the delayed nonlinear functions, the derivative of time‐varying state delay is required to be less than one. Such condition on time‐varying state delays is widely used 33‐35,42‐44 due to the use of LKFs. So far, no LKFs without this condition can compensate the delayed nonlinearities.…”
Section: Resultsmentioning
confidence: 99%
“…In References 42 and 43, the consensus scheme based on output feedback was designed for nonlinear MASs with time‐varying state delays. In Reference 44, the MAS with multiple time‐varying state delays was studied. However, to the best of our knowledge, there are few reports about nonlinear MASs with time‐varying state delays and unknown control coefficients.…”
Section: Introductionmentioning
confidence: 99%
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“…The multiple couplings of three error variables in (15), adaptive weights in (10) and the nonlinear function in ( 12) make the convergence analysis intractable. The obstacle is surrounded by the artfully constructed Lyapunov functions in ( 23) that contains the information of time-varying coupling weights and their derivatives [24,25].…”
Section: And Thenmentioning
confidence: 99%
“…In ref. [4], the adaptive dynamic surface control law was designed, where the agent can achieve the tracking consensus under the influence of uncertain delays. In ref.…”
Section: Introductionmentioning
confidence: 99%