Synchronization control of neutral-type neural networks with sampled-data via adaptive event-triggered communication scheme

This paper addresses the problem of synchronization control of neutral-type neural networks with sampled-data, where sampled data will be over a communication network before received by controller. Generally, the communication network is with a bandwidth-limited communication channel. To reduce netw...

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Published inJournal of the Franklin Institute Vol. 358; no. 3; pp. 1999 - 2014
Main Authors Zhang, He, Ma, Qian, Lu, Junwei, Chu, Yuming, Li, Yongmin
Format Journal Article
LanguageEnglish
Published Elmsford Elsevier Ltd 01.02.2021
Elsevier Science Ltd
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Abstract This paper addresses the problem of synchronization control of neutral-type neural networks with sampled-data, where sampled data will be over a communication network before received by controller. Generally, the communication network is with a bandwidth-limited communication channel. To reduce network burden, an event-triggered scheme is designed between the sampler and communication network. A weak synchronization conditions are derived by using our proposed integral inequality. Finally, a numerical example is given to illustrate the effectiveness and advantage of the proposed results.
AbstractList This paper addresses the problem of synchronization control of neutral-type neural networks with sampled-data, where sampled data will be over a communication network before received by controller. Generally, the communication network is with a bandwidth-limited communication channel. To reduce network burden, an event-triggered scheme is designed between the sampler and communication network. A weak synchronization conditions are derived by using our proposed integral inequality. Finally, a numerical example is given to illustrate the effectiveness and advantage of the proposed results.
Author Chu, Yuming
Ma, Qian
Li, Yongmin
Zhang, He
Lu, Junwei
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Snippet This paper addresses the problem of synchronization control of neutral-type neural networks with sampled-data, where sampled data will be over a communication...
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SubjectTerms Adaptive control
Adaptive sampling
Bandwidths
Communications networks
Controllers
Neural networks
Numerical analysis
Synchronism
Title Synchronization control of neutral-type neural networks with sampled-data via adaptive event-triggered communication scheme
URI https://dx.doi.org/10.1016/j.jfranklin.2021.01.005
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Volume 358
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