Fuzzy robust dynamic output feedback control of nonlinear systems with linear fractional parametric uncertainties

In this paper, the problem of robust dynamic output feedback control for a class of discrete-time nonlinear systems with parametric uncertainties is studied. The parametric uncertainties are assumed to be of a linear fractional form. First, the Takagi-Sugeno (T-S) fuzzy model is employed to represent the nonlinear system. Then, novel approaches are developed to design the dynamic output feedback controller and sufficient conditions for robust stabilization are obtained in the form of linear matrix inequalities (LMIs). The proposed approaches not only have abilities to effectively handle the parametric uncertainties but also are suitable for the fuzzy system with immeasurable premise variables. Simulation examples are presented to illustrate the design procedures and the effectiveness of the proposed methods.

[1]  Guang-Hong Yang,et al.  Fault Detection and Isolation for a Class of Uncertain State-Feedback Fuzzy Control Systems , 2015, IEEE Transactions on Fuzzy Systems.

[2]  Kazuo Tanaka,et al.  Dynamic parallel distributed compensation for Takagi-Sugeno fuzzy systems: An LMI approach , 2000, Inf. Sci..

[3]  Guang-Hong Yang,et al.  Nonfragile $H_{\infty}$ Filtering of Continuous-Time Fuzzy Systems , 2011, IEEE Transactions on Signal Processing.

[4]  Baocang Ding,et al.  Stabilization of Takagi–Sugeno Model via Nonparallel Distributed Compensation Law , 2008, IEEE Transactions on Fuzzy Systems.

[5]  P. Gahinet,et al.  H∞ design with pole placement constraints: an LMI approach , 1996, IEEE Trans. Autom. Control..

[6]  Shaocheng Tong,et al.  A Combined Backstepping and Small-Gain Approach to Robust Adaptive Fuzzy Output Feedback Control , 2009, IEEE Transactions on Fuzzy Systems.

[7]  Shaocheng Tong,et al.  A Novel Robust Adaptive-Fuzzy-Tracking Control for a Class of NonlinearMulti-Input/Multi-Output Systems , 2010, IEEE Transactions on Fuzzy Systems.

[8]  Kazuo Tanaka,et al.  Fuzzy Control Systems Design and Analysis: A Linear Matrix Inequality Approach , 2008 .

[9]  Ju H. Park,et al.  Robust static output feedback H∞ control for uncertain fuzzy systems , 2015, Fuzzy Sets Syst..

[10]  Minrui Fei,et al.  An improved result on the stability of uncertain T-S fuzzy systems with interval time-varying delay , 2013, Fuzzy Sets Syst..

[11]  James Lam,et al.  Dynamic output feedback H ∞ control of discrete-time fuzzy systems: a fuzzy-basis-dependent Lyapunov function approach , 2007, Int. J. Syst. Sci..

[12]  Kevin Guelton,et al.  Robust dynamic output feedback fuzzy Lyapunov stabilization of Takagi-Sugeno systems - A descriptor redundancy approach , 2009, Fuzzy Sets Syst..

[13]  Shaocheng Tong,et al.  Observer-Based Stabilization of T–S Fuzzy Systems With Input Delay , 2008, IEEE Transactions on Fuzzy Systems.

[14]  Kazuo Tanaka,et al.  Fuzzy regulators and fuzzy observers: relaxed stability conditions and LMI-based designs , 1998, IEEE Trans. Fuzzy Syst..

[15]  Xiao-Heng Chang,et al.  Robust Nonfragile $H_\infty$ Filtering of Fuzzy Systems With Linear Fractional Parametric Uncertainties , 2012, IEEE Transactions on Fuzzy Systems.

[16]  Michio Sugeno,et al.  Fuzzy identification of systems and its applications to modeling and control , 1985, IEEE Transactions on Systems, Man, and Cybernetics.

[17]  Kazuo Tanaka,et al.  Trajectory stabilization of a model car via fuzzy control , 1995 .

[18]  Peng Shi,et al.  Mixed H-Infinity and Passive Filtering for Discrete Fuzzy Neural Networks With Stochastic Jumps and Time Delays , 2016, IEEE Transactions on Neural Networks and Learning Systems.

[19]  Said Hoghoughi Esfahani,et al.  Optimal output feedback H∞-tracking control design for Takagi and Sugeno fuzzy systems with immeasurable premise variables , 2013 .

[20]  Hui Zhao,et al.  Unknown input observer design for fuzzy systems with uncertainties , 2015, Appl. Math. Comput..

[21]  Ju H. Park,et al.  Dynamic output-feedback-based H∞ design for networked control systems with multipath packet dropouts , 2016, Appl. Math. Comput..

[22]  Engang Tian,et al.  Sampled-data robust H∞ control for T-S fuzzy systems with time delay and uncertainties , 2011, Fuzzy Sets Syst..

[23]  Lihua Xie,et al.  H/sub infinity / control and quadratic stabilization of systems with parameter uncertainty via output feedback , 1992 .

[24]  Tao Li,et al.  A new approach to robust and non-fragile Hinfinity control for uncertain fuzzy systems , 2007, Inf. Sci..

[25]  Dong Yue,et al.  Relaxed observer design of discrete-time nonlinear systems via a novel ranking-based switching mechanism , 2016, Appl. Soft Comput..

[26]  Ju H. Park,et al.  Guaranteed cost synchronization of a complex dynamical network via dynamic feedback control , 2012, Appl. Math. Comput..

[27]  Guang-Hong Yang,et al.  Dynamic output feedback H∞ control synthesis for discrete-time T-S fuzzy systems via switching fuzzy controllers , 2009, Fuzzy Sets Syst..

[28]  Xiangpeng Xie,et al.  Observer Design of Discrete-Time T–S Fuzzy Systems Via Multi-Instant Homogenous Matrix Polynomials , 2014, IEEE Transactions on Fuzzy Systems.

[29]  Dan Zhang,et al.  Nonfragile Distributed Filtering for T–S Fuzzy Systems in Sensor Networks , 2015, IEEE Transactions on Fuzzy Systems.

[30]  Thierry-Marie Guerra,et al.  Continuous Takagi–Sugeno's Models: Reduction of the Number of LMI Conditions in Various Fuzzy Control Design Technics , 2007, IEEE Transactions on Fuzzy Systems.

[31]  Wen‐Jer Chang,et al.  Robust Fuzzy Congestion Control of TCP/AQM Router via Perturbed Takagi-Sugeno Fuzzy Models , 2013 .

[32]  Lihua Xie,et al.  Output feedback H∞ control of systems with parameter uncertainty , 1996 .

[33]  Ju H. Park On design of dynamic output feedback controller for GCS of large-scale systems with delays in interconnections: LMI optimization approach , 2005, Appl. Math. Comput..

[34]  Wei Xing Zheng,et al.  H∞ dynamic output feedback control for fuzzy systems with quantized measurements , 2009, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.

[35]  Pascal Gahinet,et al.  Explicit controller formulas for LMI-based H∞ synthesis , 1996, Autom..

[36]  Thierry-Marie Guerra,et al.  LMI-based relaxed nonquadratic stabilization conditions for nonlinear systems in the Takagi-Sugeno's form , 2004, Autom..

[37]  Huijun Gao,et al.  H∞ Fuzzy Control of Nonlinear Systems Under Unreliable Communication Links , 2009, IEEE Trans. Fuzzy Syst..

[38]  Shengyuan Xu,et al.  Exponential dynamic output feedback controller design for stochastic neutral systems with distributed delays , 2006, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.