Resilient impulsive control for second-order consensus under malicious nodes
In this brief, we investigate the problem of resilient consensus in continuous-time second-order networks, where some nodes might be faulty or adversarial. Despite the existence of such malicious and unexpected behaviors, the normal agents still aim to reach an agreement. Towards this end, a resilie...
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sg-ntu-dr.10356-1602982022-07-19T02:12:25Z Resilient impulsive control for second-order consensus under malicious nodes Yan, Jiaqi Wen, Changyun Liu, Xiaokang Xing, Lantao School of Electrical and Electronic Engineering Engineering::Electrical and electronic engineering Robustness Upper Bound In this brief, we investigate the problem of resilient consensus in continuous-time second-order networks, where some nodes might be faulty or adversarial. Despite the existence of such malicious and unexpected behaviors, the normal agents still aim to reach an agreement. Towards this end, a resilient impulsive algorithm is proposed, in which the signal transmission among agents occurs with aperiodic intervals. At each sampling time, the normal agent removes the most extreme values in the neighborhood and then derives its control signal with the remaining ones. We show the influence of the malicious nodes on the normal ones would be limited by this manner. Sufficient conditions related to the network topology and tolerable number of misbehaving nodes are finally established to achieve the resilient consensus. Nanyang Technological University This work was supported by Nanyang Technological University under the Presidential Postdoctoral Fellowship Program. 2022-07-19T02:12:25Z 2022-07-19T02:12:25Z 2020 Journal Article Yan, J., Wen, C., Liu, X. & Xing, L. (2020). Resilient impulsive control for second-order consensus under malicious nodes. IEEE Transactions On Circuits and Systems II: Express Briefs, 68(6), 1962-1966. https://dx.doi.org/10.1109/TCSII.2020.3030081 1549-7747 https://hdl.handle.net/10356/160298 10.1109/TCSII.2020.3030081 2-s2.0-85107117293 6 68 1962 1966 en IEEE Transactions on Circuits and Systems II: Express Briefs © 2020 IEEE. All rights reserved. |
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Engineering::Electrical and electronic engineering Robustness Upper Bound Yan, Jiaqi Wen, Changyun Liu, Xiaokang Xing, Lantao Resilient impulsive control for second-order consensus under malicious nodes |
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In this brief, we investigate the problem of resilient consensus in continuous-time second-order networks, where some nodes might be faulty or adversarial. Despite the existence of such malicious and unexpected behaviors, the normal agents still aim to reach an agreement. Towards this end, a resilient impulsive algorithm is proposed, in which the signal transmission among agents occurs with aperiodic intervals. At each sampling time, the normal agent removes the most extreme values in the neighborhood and then derives its control signal with the remaining ones. We show the influence of the malicious nodes on the normal ones would be limited by this manner. Sufficient conditions related to the network topology and tolerable number of misbehaving nodes are finally established to achieve the resilient consensus. |
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School of Electrical and Electronic Engineering |
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School of Electrical and Electronic Engineering Yan, Jiaqi Wen, Changyun Liu, Xiaokang Xing, Lantao |
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Article |
author |
Yan, Jiaqi Wen, Changyun Liu, Xiaokang Xing, Lantao |
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Yan, Jiaqi |
title |
Resilient impulsive control for second-order consensus under malicious nodes |
title_short |
Resilient impulsive control for second-order consensus under malicious nodes |
title_full |
Resilient impulsive control for second-order consensus under malicious nodes |
title_fullStr |
Resilient impulsive control for second-order consensus under malicious nodes |
title_full_unstemmed |
Resilient impulsive control for second-order consensus under malicious nodes |
title_sort |
resilient impulsive control for second-order consensus under malicious nodes |
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2022 |
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https://hdl.handle.net/10356/160298 |
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1739837412147724288 |