Synchronization of two different chaotic systems using novel adaptive interval type-2 fuzzy sliding mode control

被引：0
|
作者：
Mehdi Roopaei
Mansoor Zolghadri Jahromi
Bijan Ranjbar-Sahraei
Tsung-Chih Lin
机构：
[1] Shiraz University,School of Electrical and Computer Engineering
[2] Feng-Chia University,Department of Electronic Engineering
来源：
Nonlinear Dynamics | 2011年 / 66卷
关键词：
Synchronization; Chaotic systems; Interval type-2 fuzzy controller; Sliding mode control;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
In this paper, we use sliding mode control integrated with an interval type-2 fuzzy system for synchronization of two different chaotic systems in presence of system unmodeling and external disturbances. To reduce the chattering and improve the robustness of reaching phase of the Sliding Mode Control (SMC), an interval fuzzy type-2 logic controller is used. In addition, an adaptive interval type-2 fuzzy inference approximator is proposed (as equivalent control part of SMC) to approximate the unknown parts of the uncertain chaotic system. Using type-2 fuzzy systems makes more effective synchronization results in presence of system uncertainty and disturbances in comparison with type-1 fuzzy approximators. The stability analysis for the proposed control scheme is provided, and simulation results compare the performance of interval type-2 fuzzy and type-1 fuzzy controllers to verify the effectiveness of the proposed method.
引用
收藏
页码：667 / 680
页数：13
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