DocumentCode :
2513357
Title :
SVM inverse model-based heading control of unmanned surface vehicle
Author :
Qiaomei, Sun ; Guang, Ren ; Jin, Yue ; Xiaowei, Qi
Author_Institution :
Marine Eng. Coll., Dalian Maritime Univ., Dalian, China
fYear :
2010
fDate :
28-30 Nov. 2010
Firstpage :
138
Lastpage :
141
Abstract :
This paper describes a control methodology of SVM inverse model for unmanned surface vehicle (USV) system heading control. The method is composed of SVM inverse model and PID feedback compensation that are illustrated in detail. In the MATLAB platform, unmanned surface vehicle module and SVM control module were established. The whole system simulation was conducted. The experiments results show that the proposed SVM inverse model approach can achieve effective control of USV.
Keywords :
compensation; control engineering computing; feedback; inverse problems; remotely operated vehicles; simulation; support vector machines; three-term control; MATLAB; PID feedback compensation; SVM control module; SVM inverse model; heading control; system simulation; unmanned surface vehicle; Computational modeling; Control systems; Inverse problems; Marine vehicles; Mathematical model; Support vector machines; Vehicles; SVM; heading control; unmanned surface vehicle;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Computing and Telecommunications (YC-ICT), 2010 IEEE Youth Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-8883-4
Type :
conf
DOI :
10.1109/YCICT.2010.5713064
Filename :
5713064
Link To Document :
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