Control System of Underwater Vehicle Based on Neural Network

被引:0
作者
Jiang, Chun-Meng [1 ]
Wan, Lei [1 ]
Sun, Yu-Shan [1 ]
机构
[1] Harbin Engn Univ, State Key Lab Autonomous Underwater Vehicle, Harbin 150001, Peoples R China
来源
PROCEEDINGS OF THE 2015 INTERNATIONAL SYMPOSIUM ON COMPUTERS & INFORMATICS | 2015年 / 13卷
关键词
Underwater Vehicle(UV); Neural Network; Control system;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A Controller based on Neural Network (CNN) is introduced for motion control of UV. With this controller, an on-line studying method can be adopted without the sample data in several sample periods, resulting in high learning speed of the controller. The developed control system was applied to the 4-dimension control of a UV and succeeded in simulation platform. It is shown that the CNN has a great possibility to deal with the problems on the control system design of the future UV.
引用
收藏
页码:2139 / 2145
页数:7
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