Control of unknown multivariable systems based on the self-organizing maps

WSOM 2005 - 5th Workshop on Self-Organizing Maps

Volumn , Issue , 2005, Pages 83-90

  Cho, Jeongho ^a   Principe, Jose C ^a   Motter, Mark A ^b  

^a UNIVERSITY OF FLORIDA   (United States)

^b NASA LANGLEY RESEARCH CENTER   (United States)

Author keywords

Inverse Control; MIMO Systems; Self Organizing Map; Sliding Mode Control

Indexed keywords

CONTROLLER DESIGNS; INVERSE CONTROL; MODEL INFRASTRUCTURE; MODELING AND CONTROL; NONLINEAR APPROACH; NONLINEAR COMPLEX SYSTEMS; OPERATING REGIONS; TIME DELAY NEURAL NETWORKS;

CONFORMAL MAPPING; CONTROLLERS; MATHEMATICAL MODELS; MIMO SYSTEMS; NEURAL NETWORKS; SELF ORGANIZING MAPS; SLIDING MODE CONTROL;

DELAY CONTROL SYSTEMS;

EID: 84890259987     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. O. Nelles (2001) Nonlinear System Identification. New York, Springer.
2. R. Murray-Smith and T.A. Johansen (1997) Multiple Model Approaches to Modeling and Control. New York, Taylor & Francis Inc.
3. J. Walter, H. Ritter and K. Schulten (1990) Nonlinear Prediction with Self-organizing Maps. Proc. IJCNN, Vol. 3, pp. 589-594.
4. J.C. Principe, L. Wang and M.A. Motter (1998) Local Dynamic Modeling with Self-Organizing Maps and Applications to Nonlinear System Identification and Control. Proc. of IEEE, 86(11), pp. 2240-2258.
5. T. Kohonen (1995) Self-Organizing Maps. New York, Springer.
6. A. Packard (1994) Gain scheduling via linear fractional transformations. Systems and Control Letters, 22(1), pp. 79-92.
7. K.S. Narendra, J. Balakrishnan, and M.K. Ciliz (1995) Adaptation and learning using multiple models, switching, and tuning. Control Systems Magazine, 15(3), pp. 37-51.
8. K. Furuta (1993) VSS Type self-tuning control. IEEE Trans. Ind. Electro., 40(1), pp. 37-43.
9. W. Gao, Y. Wang, and A. Homaifa (1995) Discrete-time variable structure control systems. IEEE Trans. Ind. Electro., 42(2), pp. 117-122.
10. A. Bartoszewicz (1998) Discrete-time quasi-sliding-mode control strategies. IEEE Trans. Ind. Electro., 45(4), pp. 633-637.
11. He and H. Asada (1993) A New Method for Identifying Orders of Input-Output Models for Nonlinear Dynamic Systems. Proc. ACC, pp. 2520-2523.
12. J. Cho, J.C. Principe, D. Erdogmus, and M.A. Motter (2005) Modeling and inverse controller design for an Unmanned Aerial Vehicle based on the self-organizing map. to appear in IEEE Trans. Neural Networks.
13. K.S. Narendra and K. Parthasarathy (1990) Identification and Control of Dynamical Systems using Neural Networks. IEEE Trans. Neural Networks, 1(1), pp. 4-27.
14. http://www.accurate-automation.com/Technology/Loflyte/loflyte.html