Title :
Adaptive fuzzy logic depth controller for variable buoyancy system of autonomous underwater vehicles
Author :
Xu, Min ; Smith, S.M.
Author_Institution :
Dept. of Ocean Eng., Florida Atlantic Univ., Boca Raton, FL, USA
Abstract :
This paper presents an adaptive fuzzy logic controller for the variable buoyancy system (VBS) of an autonomous underwater vehicle (AUV). The control structure includes a fuzzy large range depth controller (LRDC) and a fuzzy small range depth controller (SRDC). The depth controllers bring the AUV to a desired depth by decreasing buoyancy, then descending to the desired depth and then restoring neutral buoyancy. Fuzzy rules adaptively determine the critical depth points for ballast adjustment based on a key parameter of the AUV dynamic model. This paper gives an explanation of the fuzzy rule base for the LRDC and presents preliminary simulation results of the LRDC
Keywords :
adaptive control; fuzzy control; marine systems; position control; robust control; adaptive fuzzy logic depth controller; autonomous underwater vehicles; ballast adjustment; critical depth points; fuzzy large range depth controller; fuzzy rule base; fuzzy small range depth controller; variable buoyancy system; Adaptive control; Automatic control; Control systems; Electronic ballasts; Fuzzy control; Fuzzy logic; Gravity; Oceans; Programmable control; Underwater vehicles;
Conference_Titel :
Fuzzy Systems, 1994. IEEE World Congress on Computational Intelligence., Proceedings of the Third IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-1896-X
DOI :
10.1109/FUZZY.1994.343904