May 2, 2024
Sajjad Shoja-Majidabad

Sajjad Shoja-Majidabad

Academic rank: Associate professor
Address: university of bonab
Education: Ph.D in electrical engineering
Phone: 04137745000-1633
Faculty: Faculty of Engineering
Department: Electrical Engineering

Research

Title
Chaos synchronization using an improved type-2 fuzzy wavelet neural network with application to secure communication
Type Article
Keywords
Chaos synchronization, secure communication, type-2 fuzzy wavelet neural network, model-free controller, Lyapunov stability theory, radial basis function neural networks
Researchers Majid Moradi Zirkohi، Sajjad Shoja-Majidabad

Abstract

In this article, a simple yet efficient adaptive control method is proposed to investigate synchronizing two chaotic systems. This approach presents an improved type-2 fuzzy wavelet neural network for estimating the unknown terms and the external disturbance in the chaotic systems’ dynamics. Furthermore, an efficient robust control term is integrated into the suggested controller so that the robustness of the controller against system unknown disturbances and uncertainties is improved. This approach offers a very desirable characteristic as a model-free controller. With the help of the Lyapunov stability theory supported with the transient performance analysis, it is established that the proposed control scheme can guarantee the synchronization and the stability of the closed-loop control system. Comparative simulation results with radial basis function neural networks are given that prove the proposed method has superiority in secure communication applications.