journal article·2016-08-01Open access

Adaptive neural network backstepping control for a class of uncertain fractional-order chaotic systems with unknown backlash-like hysteresis

Yimin Wu, Hui Lv

AIP Advances· Volume 6· Issue 8

Abstract

In this paper, we consider the control problem of a class of uncertain fractional-order chaotic systems preceded by unknown backlash-like hysteresis nonlinearities based on backstepping control algorithm. We model the hysteresis by using a differential equation. Based on the fractional Lyapunov stability criterion and the backstepping algorithm procedures, an adaptive neural network controller is driven. No knowledge of the upper bound of the disturbance and system uncertainty is required in our controller, and the asymptotical convergence of the tracking error can be guaranteed. Finally, we give two simulation examples to confirm our theoretical results.
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Research context

OpenAlex topics: Neural Networks Stability and Synchronization · Neural Networks and Applications · Chaos control and synchronization

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Affiliations

Suzhou University 1 School of Mathematics and Statistics, , Suzhou 234000, China

Huainan Normal University 2 Department of Applied Mathematics, , Huainan 232038, China

Funding

National Natural Science Foundation of China

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