DocumentCode
3433385
Title
Design of a hybrid controller for heading control of an Autonomous Underwater Vehicle
Author
Xia, Guoqing ; Tang, Li ; Guo, Fengshui ; Chen, Qiang ; Leng, Jing
Author_Institution
Coll. of Autom., Harbin Eng. Univ., Harbin
fYear
2009
fDate
10-13 Feb. 2009
Firstpage
1
Lastpage
5
Abstract
The unstructured sea environment and the uncertainty of AUV (Autonomous Underwater Vehicle) model make a hard difficulty to AUV heading control. PID controller has good robustness and high reliability characteristics for that can get accurate model of definite system in math. But PID controller is not satisfactory for the system with inaccurate and nonlinear model in unstructured sea environment. To solve such problems, a hybrid controller is proposed to deal with AUV heading control in this paper. This controller combines the good qualities of both neural network controller and PID controller in order to make maximum profit from both techniques. The adaptability and robustness of this control system is investigated by theory analysis and computer simulation. The results show the better performance of using hybrid controller to control the vehicle heading compared with PID controller, under the conditions with disturbance and unpredictable changes of the vehicle and its environment.
Keywords
mobile robots; remotely operated vehicles; robust control; three-term control; underwater vehicles; PED controller; adaptability; autonomous underwater vehicle; heading control; hybrid controller; neural network controller; unstructured sea environment; Adaptive control; Automatic control; Control systems; Fuzzy control; Fuzzy neural networks; Neural networks; Proportional control; Sliding mode control; Three-term control; Underwater vehicles;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Technology, 2009. ICIT 2009. IEEE International Conference on
Conference_Location
Gippsland, VIC
Print_ISBN
978-1-4244-3506-7
Electronic_ISBN
978-1-4244-3507-4
Type
conf
DOI
10.1109/ICIT.2009.4939629
Filename
4939629
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