Impulsive Control of Nonlinear Systems With Time-Varying Delay and Applications
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
Original language | English |
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Article number | 8641318 |
Pages (from-to) | 2661-2673 |
Journal / Publication | IEEE Transactions on Cybernetics |
Volume | 50 |
Issue number | 6 |
Online published | 13 Feb 2019 |
Publication status | Published - Jun 2020 |
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Abstract
Impulsive control of nonlinear delay systems is studied in this paper, where the time delays addressed may be the constant delay, bounded time-varying delay, or unbounded time-varying delay. Based on the impulsive control theory and some analysis techniques, a new theoretical result for global exponential stability is derived from the impulsive control point of view. The significance of the presented result is that the stability can be achieved via the impulsive control at certain impulse points despite the existence of impulsive perturbations which causes negative effect to the control. That is, the impulsive control provides a super performance to allow the existence of impulsive perturbations. In addition, we apply the theoretical result to the problem of impulsive control of delayed neural networks. Some results for global exponential stability and synchronization control of neural networks with time delays are derived via impulsive control. Three illustrated examples are given to show the effectiveness and distinctiveness of the proposed impulsive control schemes.
Research Area(s)
- Delay systems, exponential stability, impulsive control, neural networks, synchronization control, unbounded time-varying delay
Citation Format(s)
Impulsive Control of Nonlinear Systems With
Time-Varying Delay and Applications. / Li, Xiaodi; Cao, Jinde; Ho, Daniel W. C.
In: IEEE Transactions on Cybernetics, Vol. 50, No. 6, 8641318, 06.2020, p. 2661-2673.
In: IEEE Transactions on Cybernetics, Vol. 50, No. 6, 8641318, 06.2020, p. 2661-2673.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review