Almost Sure Stability of Nonlinear Systems Under Random and Impulsive Sequential Attacks
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Author(s)
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Detail(s)
Original language | English |
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Article number | 8986669 |
Pages (from-to) | 3879-3886 |
Journal / Publication | IEEE Transactions on Automatic Control |
Volume | 65 |
Issue number | 9 |
Online published | 7 Feb 2020 |
Publication status | Published - Sep 2020 |
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Abstract
This article is concerned with the stability problem for a class of Lipschitz-type nonlinear systems in networked environments, which are suffered from random and impulsive deception attacks. The attack is modeled as a randomly destabilizing impulsive sequence, whose impulsive instants and impulsive gains are both random with only the expectations available. Almost sure stability is ensured based on Doob's Martingale Convergence Theorem. Sufficient conditions are derived for the solution of the nonlinear system to be almost surely stable. An example is given to verify the effectiveness of the theoretical results. It is shown that the random attack will be able to destroy the stability, therefore, a large feedback gain may be necessary.
Research Area(s)
- Almost sure stability, deception attack, nonlinear system, randomly impulsive sequence
Citation Format(s)
Almost Sure Stability of Nonlinear Systems Under Random and Impulsive Sequential Attacks. / He, Wangli; Qian, Feng; Han, Qing-Long; Chen, Guanrong.
In: IEEE Transactions on Automatic Control, Vol. 65, No. 9, 8986669, 09.2020, p. 3879-3886.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review