A survey of fuzzy control for stabilized platforms

This paper focusses on the application of fuzzy control techniques (fuzzy type-1 and type-2) and their hybrid forms (Hybrid adaptive fuzzy controller and fuzzy-PID controller) in the area of stabilized platforms. It represents an attempt to cover the basic principles and concepts of fuzzy control in stabilization and position control, with an outline of a number of recent applications used in advanced control of stabilized platform. Overall, in this survey we will make some comparisons with the classical control techniques such us PID control to demonstrate the advantages and disadvantages of the application of fuzzy control techniques.

[1]  Robert Ivor John,et al.  Neuro-fuzzy clustering of radiographic tibia image data using type 2 fuzzy sets , 2000, Inf. Sci..

[2]  Dongrui Wu,et al.  Type-2 FLS Modeling Capability Analysis , 2005, The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05..

[3]  Clarence W. de Silva,et al.  Intelligent Control: Fuzzy Logic Applications , 1995 .

[4]  Xian-Xia Zhang,et al.  A Novel Three-dimensional Fuzzy Controller for the Distributed Parameter System , 2006, 2006 6th World Congress on Intelligent Control and Automation.

[5]  Hao Ying,et al.  General Takagi-Sugeno fuzzy systems are universal approximators , 1998, 1998 IEEE International Conference on Fuzzy Systems Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98CH36228).

[6]  Dongming Wang,et al.  An analysis of type-1 and type-2 fuzzy logic systems , 1999, Proceedings of the 1999 IEEE International Symposium on Intelligent Control Intelligent Systems and Semiotics (Cat. No.99CH37014).

[7]  J. A. R. Krishna Moorty,et al.  Fuzzy controller for line-of-sight stabilization systems , 2004 .

[8]  Frank N. Barnes,et al.  Stable Member Equations of Motion for a Three-Axis Gyro Stabilized Platform , 1971, IEEE Transactions on Aerospace and Electronic Systems.

[9]  Kevin M. Passino,et al.  Stable adaptive control using fuzzy systems and neural networks , 1996, IEEE Trans. Fuzzy Syst..

[10]  M.A. El-Sharkawi,et al.  Intelligent control for high performance drives , 1997, 1997 IEEE International Electric Machines and Drives Conference Record.

[11]  James M. Keller,et al.  Type 2 fuzzy set analysis in management surveys , 2002, 2002 IEEE World Congress on Computational Intelligence. 2002 IEEE International Conference on Fuzzy Systems. FUZZ-IEEE'02. Proceedings (Cat. No.02CH37291).

[12]  RONALD R. YAGER,et al.  Fuzzy Subsets of Type Ii in Decisions , 1980, Cybern. Syst..

[13]  Lotfi A. Zadeh,et al.  The Concepts of a Linguistic Variable and its Application to Approximate Reasoning , 1975 .

[14]  Masayoshi Tomizuka,et al.  Fuzzy gain scheduling of PID controllers , 1993, IEEE Trans. Syst. Man Cybern..

[15]  Zhi Liu,et al.  A probabilistic fuzzy logic system for uncertainty modeling , 2005, 2005 IEEE International Conference on Systems, Man and Cybernetics.

[16]  Virendra Sule,et al.  H ' control law for line-of-sight stabilization for mobile land vehicles , 2002 .

[17]  E. K. Koh,et al.  Stable adaptive control of multivariable servomechanisms, with application to a passive line-of-sight stabilization system , 1996, IEEE Trans. Ind. Electron..

[18]  Xiao-Jun Zeng,et al.  Approximation accuracy analysis of fuzzy systems as function approximators , 1996, IEEE Trans. Fuzzy Syst..

[19]  E. H. Mamdani,et al.  An Experiment in Linguistic Synthesis with a Fuzzy Logic Controller , 1999, Int. J. Man Mach. Stud..

[20]  Dongrui Wu,et al.  GENETIC LEARNING AND PERFORMANCE EVALUATION OF TYPE-2 FUZZY LOGIC CONTROLLERS , 2006 .

[21]  Han-Xiong Li,et al.  A Three-Domain Fuzzy Process Control System , 2006, The Proceedings of the Multiconference on "Computational Engineering in Systems Applications".

[22]  Chuen-Chien Lee FUZZY LOGIC CONTROL SYSTEMS: FUZZY LOGIC CONTROLLER - PART I , 1990 .

[23]  Lotfi A. Zadeh,et al.  Outline of a New Approach to the Analysis of Complex Systems and Decision Processes , 1973, IEEE Trans. Syst. Man Cybern..

[24]  R. M. Peters Synthesis of a mechanism for the stabilisation of a radar antenna , 1978 .

[25]  Zhi Liu,et al.  A probabilistic fuzzy logic system for modeling and control , 2005, IEEE Transactions on Fuzzy Systems.

[26]  Qi Li,et al.  Realization of TV guidance gyro stabilized platform and research of control algorithm , 2007, Other Conferences.

[27]  Ebrahim Mamdani,et al.  Applications of fuzzy algorithms for control of a simple dynamic plant , 1974 .

[28]  Shaoyuan Li,et al.  Analytical model of three-dimensional fuzzy logic controller for spatio-temporal processes , 2008, 2008 IEEE International Conference on Systems, Man and Cybernetics.

[29]  Oscar Castillo,et al.  Adaptive noise cancellation using type-2 fuzzy logic and neural networks , 2004, 2004 IEEE International Conference on Fuzzy Systems (IEEE Cat. No.04CH37542).

[30]  Chi-Hsu Wang,et al.  Dynamical optimal training for interval type-2 fuzzy neural network (T2FNN) , 2003, SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483).

[31]  A. Rubaai,et al.  DSP based real-time implementation of an adaptive fuzzy controller for the tracking control of servo-motor drives , 2005, Fourtieth IAS Annual Meeting. Conference Record of the 2005 Industry Applications Conference, 2005..

[32]  Qi Li,et al.  Design Study of Adaptive Fuzzy PID Controller for LOS Stabilized System , 2006, Sixth International Conference on Intelligent Systems Design and Applications.

[33]  George K. I. Mann,et al.  Analysis of direct action fuzzy PID controller structures , 1999, IEEE Trans. Syst. Man Cybern. Part B.

[34]  Francisco Gordillo,et al.  Application of position and inertial-rate control to a 2-DOF gyroscopic platform , 2010 .

[35]  J. M. Hilkert,et al.  Inertially stabilized platform technology Concepts and principles , 2008, IEEE Control Systems.

[36]  Shaoyuan Li,et al.  Analytical Study and Stability Design of a 3-D Fuzzy Logic Controller for Spatially Distributed Dynamic Systems , 2008, IEEE Transactions on Fuzzy Systems.

[37]  Fuzzy Logic in Control Systems : Fuzzy Logic , 2022 .

[38]  Hani Hagras,et al.  A hierarchical type-2 fuzzy logic control architecture for autonomous mobile robots , 2004, IEEE Transactions on Fuzzy Systems.

[39]  T.H. Lee,et al.  Composite control of a gyro mirror line-of-sight stabilization platform-design and auto-tuning , 2000, Proceedings of the 3rd World Congress on Intelligent Control and Automation (Cat. No.00EX393).

[40]  Chen Yongjun,et al.  DSP-based real-time implementation of a neural network observer and hybrid H∞ Adaptive Controller for servo-motor drives , 2008, 2008 27th Chinese Control Conference.

[41]  Han-Xiong Li,et al.  3-d fuzzy logic controller for spatially distributed dynamic systems: A tutorial , 2009, 2009 IEEE International Conference on Fuzzy Systems.

[42]  Shaoyuan Li,et al.  A Three-Dimensional Fuzzy Control Methodology for a Class of Distributed Parameter Systems , 2007, IEEE Transactions on Fuzzy Systems.

[43]  W.W. Tan,et al.  A simplified architecture for type-2 FLSs and its application to nonlinear control , 2004, IEEE Conference on Cybernetics and Intelligent Systems, 2004..