Artificial intelligence for the control of underwater vehicles

Intelligent Engineering Systems Through Artificial Neural Networks

Volumn 13, Issue , 2003, Pages 559-564

  Van De Ven, Pepijen W J ^a   Flanagan, Colin ^a   Toal, Daniel ^a  

^a UNIVERSITY OF LIMERICK   (Ireland)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER SIMULATION; LEARNING ALGORITHMS; NEURAL NETWORKS; PERFORMANCE; PROBLEM SOLVING; VEHICLES;

CONTROL PROBLEMS; UNDERWATER EXPLORATION; UNDERWATER VEHICLES;

CONTROL SYSTEM ANALYSIS;

EID: 2442440631     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (26)

1. Akkizidis, I.S. and G.N. Roberts (1998). Fuzzy modelling and fuzzy-neuro motion control of an autonomous underwater robot. 5th International Workshop on Advanced Motion Control pp. 641-46.
2. Campa, G., M. Sharma, A.J. Calise and M. Innocenti (2000). Neural network augmentation of linear controllers with application to underwater vehicles. Proc. of the 2000 American Control Conference 1, pp. 75-79.
3. Farrell, J., B. Goldenthal and K. Govindarajan (1990). Connectionist learning control systems: submarine depth control. Proc. of the 29th IEEE Conference on Decision and Control 4, pp. 2362-7.
4. Fujii, T. and T. Ura (1990). Development of motion control system for auv using neural nets. Proceedings of the (1990) Symposium on Autonomous Underwater Vehicle Technology pp. 81-6.
5. Fujii, T., T. Ura, Y. Kuroda, H. Chiba, Y. Nose and K. Aramaki (1993). Development of a versatile test-bed "twin-burger" toward realization of intelligent behaviors of autonomous underwater vehicles. Proc. of IEEE OCEANS '93 pp. 186-91.
6. Guo, J., F.C. Chiu and Chieh-Chih Wang (1995). Adaptive control of an autonomous underwater vehicle testbed using neural networks, Proc. OCEANS '95 2, pp. 1033-9.
7. Ishii, K. and T. Ura (2000). An adaptive neural-net controller system for an underwater vehicle. Control Engineering Practice 8, pp. 177-84.
8. Ishii, K., T. Fujii and T. Ura (1995). An on-line adaptation method in a neural network based control system for auvs. IEEE Journal of Oceanic Engineering 2, issue 3, pp. 221-8.
9. Ishii, K., T. Ura and T. Fujii (1994). A feedforward neural network for identification and adaptive control of autonomous underwater vehicles. 1994 IEEE International Conference on Neural Networks 5, pp. 3216-21.
10. Kim, T.W. and J. Yuh (2001). A novel neuro-fuzzy controller for autonomous underwater vehicles. Proc. of the 2001 International conference on Robotics & Automation pp. 2350-5.
11. Kodogiannis, P.J., G. Lisboa and J. Lucas (1996). Neural network modelling and control for underwater vehicles. Artificial Intelligence in Engineering 1, pp. 203-12.
12. Labonte, G. (2002). Fast adaptive control of a non-linear system by an adaline: motion in a fluid. Proc. of the 2002 International Joint Conference on Neural Networks 2, pp. 1837-41.
13. Li, Ji-Hong, Pan-Mook Lee and Sang-Jeong Lee (2002). Neural net based nonlinear adaptive control for autonomous underwater vehicles. Proc. of the 2002 IEEE International Conference on Robotics and Automation 2, pp. 1075-80.
14. Lorentz, J. and J. Yuh (1996). A survey and experimental study of neural network auv control. Proc. of the 1996 Symposium on Autonomous Underwater Vehicle Technology pp. 109-16.
15. Pollini, L., M. Innocenti and F. Nasuti (1997). Robust feedback linearization with neural network for underwater vehicle control. Proc. of Oceans '97. MTS/IEEE 11, pp. 12-16.
16. Polycarpou, M. M. and P.A. Ioannou (1993). Stable nonlinear system identification using neural network models. Neural Networks in Robotics pp. 165-77.
17. Seube, N. (1991). Neural network learning rules for control: application to auv tracking control. Proc. of the 1991 IEEE Conference on Neural Networks for Ocean Engineering pp. 185-96.
18. Ura, T., T. Fujii, Y. Nose and Y. Kuroda (1990). Self-organizing control system for underwater vehicles. Proc. of OCEANS '90 pp. 76-81.
19. Venugopal, K.P., R. Sudhakar and A.S. Pandya (1992). On-line learning control of autonomous underwater vehicles using feedforward neural networks. IEEE Journal of Oceanic Engineering 17, pp. 308-319.
20. Wang, J.S. and C.S.G. Lee (2002). Self-adaptive recurrent neuro-fuzzy control for an autonomous underwater vehicles. Proc. of the 2002 IEEE International conference on Robotics & Automation pp. 1095-1100.
21. Wang, J.S., C.S.G. Lee and J. Yuh (1999). An on-line self-organizing neuro-fuzzy control for autonomous underwater vehicles. Proc. of the 1999 International Conference on Robotics & Automation pp. 2416-21.
22. Wang, J.S., C.S.G. Lee and J. Yuh (2000). Self-adaptive neuro-fuzzy systems with fast parameter learning for autonomous underwater vehicles. Proc. of the 2000 IEEE International conference on Robotics & Automation pp. 3861-6.
23. Yamamoto, I. (1995). Application of neural network to marine vehicle. Proc. of the 1995 IEEE International Conference on Neural Networks 1, pp. 220-4.
24. Yuh, J. (1990). A neural net controller for underwater robotic vehicles. IEEE Journal of Oceanic Engineering 15, issue 3, pp. 161-6.
25. Yuh, J. (1994). Learning control for underwater robotic vehicles. IEEE Control Systems Magazine 14, issue 2, pp. 39-46.
26. Yuh, J. and R. Lakshmi (1993). An intelligent control system for remotely operated vehicles. IEEE Journal of Oceanic Engineering 18, issue 1, pp. 55-62.