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Frontiers of Information Technology & Electronic Engineering

ISSN 2095-9184 (print), ISSN 2095-9230 (online)

Application of direct adaptive fuzzy sliding mode control into a class of non-affine discrete nonlinear systems

Abstract: Direct adaptive fuzzy sliding mode control design for discrete non-affine nonlinear systems is presented for trajectory tracking problems with disturbance. To obtain adaptiveness and eliminate chattering of sliding mode control, a dynamic fuzzy logical system is used to implement an equivalent control, in which the parameters are self-tuned online. Stability of the sliding mode control is validated using the Lyapunov analysis theory. The overall system is adaptive, asymptotically stable, and chattering-free. A numerical simulation and an application to a robotic arm with two degrees of freedom further verify the good performance of the control design.

Key words: Nonlinear system, Discrete system, Dynamic fuzzy logical system, Direct adaptive, Sliding mode control

Chinese Summary  <30> 一类非仿射离散非线性系统的直接自适应模糊滑模控制

概要:针对非仿射离散非线性系统的带干扰轨迹跟踪问题,提出一种直接自适应模糊滑模控制设计。为了获得自适应特性及消除滑模控制抖振,通过使用一个动态模糊逻辑系统(Dynamic fuzzy logical system, DFLS)实现等价控制。DFLS的参数实行在线自调节。用Lyapunov分析方法验证了滑模控制的稳定性,结果表明,整个系统渐近稳定且具备自适应、消除抖振的特点。通过数值仿真和一个2自由度机械臂的应用设计仿真证明了所提出设计的良好性能。

关键词组:非线性系统;离散系统;动态模糊逻辑系统;直接自适应;滑模控制


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DOI:

10.1631/FITEE.1500318

CLC number:

TP273

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On-line Access:

2016-12-13

Received:

2015-10-03

Revision Accepted:

2016-04-07

Crosschecked:

2016-12-02

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