Fuzzy dynamic output feedback control through nonlinear Takagi-Sugeno models

We present a convex way to design a fuzzy dynamic output feedback compensator for locally stabilizing a class of nonlinear discrete-time systems. This class consists of the systems described by Takagi-Sugeno (T-S) models with a sector bounded nonlinear additive term and saturated control signals. The local stabilization takes into account the domain of validity of these T-S models, which is a key issue for practical applications. Two types of nonlinear fuzzy compensators are considered, one having all matrices of the controller depending on fuzzy-grade membership functions and the other with only a subset of the matrices with such a dependency. The controller design includes a fuzzy anti-windup gain that handles saturating actuators. Besides, a time-performance index based on the λ-contractivity of the level set of the fuzzy Lyapunov function is proposed regarding the closed-loop system. Examples are given to illustrate the effectiveness of this proposal.

[1]  Jos F. Sturm,et al.  A Matlab toolbox for optimization over symmetric cones , 1999 .

[2]  Mohammad Hassan Khooban,et al.  FUZZY SLIDING MODE CONTROL DESIGN FOR A CLASS OF NONLINEAR SYSTEMS WITH STRUCTURED AND UNSTRUCTURED UNCERTAINTIES , 2013 .

[3]  Tingshu Hu,et al.  Composite quadratic Lyapunov functions for constrained control systems , 2003, IEEE Trans. Autom. Control..

[4]  Young Hoon Joo,et al.  Chaotifying continuous-time TS fuzzy systems via discretization , 2001 .

[5]  Isabelle Queinnec,et al.  Control design for a class of nonlinear continuous-time systems , 2008, Autom..

[6]  Xiaozhan Yang,et al.  Fuzzy control of nonlinear electromagnetic suspension systems , 2014 .

[7]  Petar V. Kokotovic,et al.  Circle and Popov criteria as tools for nonlinear feedback design, , 2003, Autom..

[8]  Valter J. S. Leite,et al.  Synthesis of output feedback controllers for a class of nonlinear parameter-varying discrete-time systems subject to actuators limitations , 2010, Proceedings of the 2010 American Control Conference.

[9]  Thierry-Marie Guerra,et al.  Discrete Tagaki-Sugeno models for control: Where are we? , 2009, Annu. Rev. Control..

[10]  M. R. Liberzon Essays on the absolute stability theory , 2006 .

[11]  Gang Feng,et al.  Analysis and Synthesis of Fuzzy Control Systems , 2010 .

[12]  Sophie Tarbouriech,et al.  Antiwindup design with guaranteed regions of stability: an LMI-based approach , 2005, IEEE Transactions on Automatic Control.

[13]  Guanrong Chen,et al.  Design of sampled-data fuzzy-model-based control systems by using intelligent digital redesign , 2002 .

[14]  Kevin Guelton,et al.  Non-quadratic local stabilization for continuous-time Takagi-Sugeno models , 2012, Fuzzy Sets Syst..

[15]  Stephen P. Boyd,et al.  Linear Matrix Inequalities in Systems and Control Theory , 1994 .

[16]  Eugênio B. Castelan,et al.  Gain-scheduled output control design for a class of discrete-time nonlinear systems with saturating actuators , 2011, Syst. Control. Lett..

[17]  C. Scherer,et al.  Multiobjective output-feedback control via LMI optimization , 1997, IEEE Trans. Autom. Control..

[18]  Hak-Keung Lam,et al.  LMI-Based Stability Analysis for Fuzzy-Model-Based Control Systems Using Artificial T–S Fuzzy Model , 2011, IEEE Transactions on Fuzzy Systems.

[19]  Ho Jae Lee,et al.  Sampled-data observer-based output-feedback fuzzy stabilization of nonlinear systems: Exact discrete-time design approach , 2012, Fuzzy Sets Syst..

[20]  Hak-Keung Lam,et al.  Stabilization of Nonlinear Systems Using Sampled-Data Output-Feedback Fuzzy Controller Based on Polynomial-Fuzzy-Model-Based Control Approach , 2012, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[21]  S. Tarbouriech,et al.  Stability and performance analysis for linear systems with actuator and sensor saturations subject to unmodeled dynamics , 2008, 2008 American Control Conference.

[22]  Laxmidhar Behera,et al.  On balancing a cart-pole system using T-S fuzzy model , 2012, Fuzzy Sets Syst..

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

[24]  E. Castelan,et al.  Output feedback stabilization for systems presenting sector-bounded nonlinearities and saturating inputs , 2008 .

[25]  Youyi Wang,et al.  Output Feedback Fuzzy Controller Design With Local Nonlinear Feedback Laws for Discrete-Time Nonlinear Systems , 2010, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[26]  Kazuo Tanaka,et al.  Model construction, rule reduction, and robust compensation for generalized form of Takagi-Sugeno fuzzy systems , 2001, IEEE Trans. Fuzzy Syst..

[27]  Kazuo Tanaka,et al.  An approach to fuzzy control of nonlinear systems: stability and design issues , 1996, IEEE Trans. Fuzzy Syst..

[28]  Shinji Hara,et al.  Effectiveness and limitation of circle criterion for LTI robust control systems with control input nonlinearities of sector type , 2005 .

[29]  Youyi Wang,et al.  Control Synthesis of Continuous-Time T-S Fuzzy Systems With Local Nonlinear Models , 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[30]  Yongduan Song,et al.  A Novel Control Design on Discrete-Time Takagi–Sugeno Fuzzy Systems With Time-Varying Delays , 2013, IEEE Transactions on Fuzzy Systems.

[31]  Sophie Tarbouriech,et al.  Stability and Stabilization of Linear Systems with Saturating Actuators , 2011 .

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

[33]  Fen Wu,et al.  Output feedback control of saturated discrete-time linear systems using parameter-dependent Lyapunov functions , 2008, Syst. Control. Lett..

[34]  Ricardo C. L. F. Oliveira,et al.  Reduced-order dynamic output feedback control of continuous-time T-S fuzzy systems , 2012, Fuzzy Sets Syst..

[35]  G. Feng,et al.  A Survey on Analysis and Design of Model-Based Fuzzy Control Systems , 2006, IEEE Transactions on Fuzzy Systems.

[36]  Edson Roberto De Pieri,et al.  STABILITY AND STABILIZATION OF A CLASS OF UNCERTAIN NONLINEAR DISCRETE-TIME SYSTEMS WITH SATURATING ACTUATORS , 2007 .