DocumentCode :
2133830
Title :
Applications of fuzzy logic to the control of an autonomous underwater vehicle
Author :
Smith, S.M. ; Rae, G.J.S. ; Anderson, D.T.
Author_Institution :
Dept. of Ocean Eng., Florida Atlantic Univ., Boca Raton, FL, USA
fYear :
1993
fDate :
1993
Firstpage :
1099
Abstract :
Describes applications of fuzzy logic to the control of an autonomous underwater vehicle (AUV). One application described here is a fuzzy logic six degree-of-freedom flight control system by the Ocean Voyager, an AUV currently under development. Heading, pitch, and depth are controlled simultaneously by three separate fuzzy logic controllers, each a function of setpoint error and error rate. An additional fuzzily constrained integrator compensates for frictional effects and setpoint error. The fuzzy controllers were tested and show good performance over a range of velocities. Another application described is a docking controller for the Ocean Voyager. This controller enables the AUV to dock with another underwater vehicle. Both moving and stationary targets are allowed. The fuzzy rule base recursively drives the vehicle toward intermediate fuzzy goals that become more precise as the final target is approached. The fuzzy goal approach does not rely on high accuracy maneuvers or waypoints. Docking proceeds as long as the AUV remains in a funnel of acceptable intermediate positions. Performance of the docking controller was tested by simulation
Keywords :
fuzzy control; marine systems; mobile robots; vehicles; Ocean Voyager; acceptable intermediate positions; autonomous underwater vehicle; depth; docking controller; error rate; flight control system; frictional effects; fuzzily constrained integrator; fuzzy logic; fuzzy rule base; heading; intermediate fuzzy goals; pitch; setpoint error; Aerospace control; Error analysis; Error correction; Fuzzy control; Fuzzy logic; Oceans; Testing; Underwater vehicles; Vehicle driving; Velocity control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems, 1993., Second IEEE International Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-0614-7
Type :
conf
DOI :
10.1109/FUZZY.1993.327361
Filename :
327361
Link To Document :
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