Adaptive control of a submerged vehicle with sliding fuzzy relations

Abstract An adaptive fuzzy logic controller scheme is proposed for application to subsea remotely operated vehicles. The system uses a model reference approach to adjust the rulebase. The closed-loop controller rules are fuzzy relations with certain constraints, allowing smooth control and training. The submerged vehicle behaves in a safe manner during the training period and closely follows the desired behaviour of the reference model.

[1]  Kevin R. Goheen The modelling and control of remotely operated underwater vehicles , 1986 .

[2]  Karl Johan Åström,et al.  Adaptive Control , 1989, Embedded Digital Control with Microcontrollers.

[3]  Jun Zhou,et al.  Hierarchical fuzzy control , 1991 .

[4]  B. Zhang,et al.  Self-organising fuzzy logic controller , 1992 .

[5]  Nikolaos Papanikolopoulos,et al.  Incremental fuzzy expert PID control , 1990 .

[6]  A. J. Healey,et al.  Multivariable sliding mode control for autonomous diving and steering of unmanned underwater vehicles , 1993 .

[7]  C. J. Harris,et al.  Intelligent identification and control for autonomous guided vehicles using adaptive fuzzy-based algorithms , 1989 .

[8]  D. W. Shimmin,et al.  Robust hierarchial expert system based fuzzy logic controller with application to subsea vehicles , 1994 .

[9]  Masayoshi Tomizuka,et al.  Adaptive Pulse Width Control for Precise Positioning Under the Influence of Stiction and Coulomb Friction , 1988 .

[10]  E. Cox Adaptive fuzzy systems , 1993, IEEE Spectrum.

[11]  D. A. Linkens,et al.  Self-organising fuzzy logic control and application to muscle relaxant anaesthesia , 1990 .

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

[13]  Morton Gertler,et al.  STANDARD EQUATIONS OF MOTION FOR SUBMARINE SIMULATION , 1967 .

[14]  B. A. Stacey,et al.  Fuzzy self-organising control of a remotely operated submersible , 1991 .

[15]  George J. Klir,et al.  Fuzzy sets, uncertainty and information , 1988 .

[16]  Ebrahim H. Mamdani,et al.  A linguistic self-organizing process controller , 1979, Autom..

[17]  S. Chiu,et al.  Fuzzy logic for control of roll and moment for a flexible wing aircraft , 1991, IEEE Control Systems.

[18]  Celal Batur,et al.  Adaptive expert control , 1991 .

[19]  Carsten Dahl,et al.  Classification of pseudo-cyclic MDS codes , 1991, IEEE Trans. Inf. Theory.