DocumentCode :
804330
Title :
Fuzzy logic for depth control of Unmanned Undersea Vehicles
Author :
DeBitetto, Paul A.
Author_Institution :
Charles Stark Draper Lab. Inc., Cambridge, MA, USA
Volume :
20
Issue :
3
fYear :
1995
fDate :
7/1/1995 12:00:00 AM
Firstpage :
242
Lastpage :
248
Abstract :
Fuzzy logic is a viable control strategy for depth control of undersea vehicles. It has been applied to the low speed ballast control problem for ARPA´s Unmanned Undersea Vehicle (UUV), designed and built by Draper Laboratory. A fuzzy logic controller has been designed and tested in simulation that issues pump commands to effect changes in the UUV depth, while also regulating the pitch angle of the vehicle. The fuzzy logic controller performs comparably to the current ballast control design. The controller is also less sensitive to variations in the vehicle configuration and dynamics. The benefits of the fuzzy logic approach for this problem are: 1) simplicity, by not requiring a dynamic model, thus allowing for rapid development of a working design and less sensitivity to plant variations; 2) better matching of the control strategy and complexity with performance objectives and limitations; 3) the insight provided and easy modification of the controller, through the use of linguistic rules
Keywords :
Kalman filters; control system synthesis; fuzzy control; fuzzy logic; knowledge based systems; marine systems; position control; ARPA; Draper Laboratory; Kalman filter; Unmanned Undersea Vehicle; Unmanned Undersea Vehicles; complexity; current ballast control design; depth control; fuzzy logic; fuzzy logic controller; linguistic rules; low speed ballast control; matching; modification; nonlinear time-varying system; pitch angle; pump commands; sensitivity; simplicity; Actuators; Control systems; Electronic ballasts; Fuzzy control; Fuzzy logic; Laboratories; Logic design; Logic testing; Optimal control; Vehicle dynamics;
fLanguage :
English
Journal_Title :
Oceanic Engineering, IEEE Journal of
Publisher :
ieee
ISSN :
0364-9059
Type :
jour
DOI :
10.1109/48.393079
Filename :
393079
Link To Document :
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