Event-Based Impulsive Control of Continuous-Time Dynamic Systems and Its Application to Synchronization of Memristive Neural Networks
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Author(s)
Detail(s)
Original language | English |
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Article number | 8013106 |
Pages (from-to) | 3599-3609 |
Number of pages | 11 |
Journal / Publication | IEEE Transactions on Neural Networks and Learning Systems |
Volume | 29 |
Issue number | 8 |
Online published | 18 Aug 2017 |
Publication status | Published - Aug 2018 |
Link(s)
Abstract
This paper investigates exponential stabilization of continuous-time dynamic systems (CDSs) via event-based impulsive control (EIC) approaches, where the impulsive instants are determined by certain state-dependent triggering condition. The global exponential stability criteria via EIC are derived for nonlinear and linear CDSs, respectively. It is also shown that there is no Zeno-behavior for the concerned closed loop control system. In addition, the developed event-based impulsive scheme is applied to the synchronization problem of master and slave memristive neural networks. Furthermore, a self-triggered impulsive control scheme is developed to avoid continuous communication between the master system and slave system. Finally, two numerical simulation examples are presented to illustrate the effectiveness of the proposed event-based impulsive controllers.
Research Area(s)
- Synchronization, Zeno-behavior, Event-based impulsive control (EIC), exponential stability, memristive neural networks
Citation Format(s)
Event-Based Impulsive Control of Continuous-Time Dynamic Systems and Its Application to Synchronization of Memristive Neural Networks. / Zhu, Wei; Wang, Dandan; Liu, Lu et al.
In: IEEE Transactions on Neural Networks and Learning Systems, Vol. 29, No. 8, 8013106, 08.2018, p. 3599-3609.
In: IEEE Transactions on Neural Networks and Learning Systems, Vol. 29, No. 8, 8013106, 08.2018, p. 3599-3609.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review