Fixed-weight controller for multiple systems

IEEE International Conference on Neural Networks - Conference Proceedings

Volumn 2, Issue , 1997, Pages 773-778

  Feldkamp, L A ^a   Puskorius, G V ^a  

^a FORD RESEARCH LABORATORY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EXPLICIT KNOWLEDGE; MULTIPLE SYSTEMS; PROCESS NOISE; RECURRENT NETWORKS; ROBUST CONTROLLERS; STABILIZING CONTROLLERS; TIME SERIES PREDICTION; TRAINING METHODS;

ARTIFICIAL INTELLIGENCE; COGNITIVE SYSTEMS; ADAPTIVE SYSTEMS; CLOSED LOOP CONTROL SYSTEMS; LEARNING SYSTEMS; ROBUSTNESS (CONTROL SYSTEMS); TIME SERIES ANALYSIS;

NEURAL NETWORKS;

FIXED WEIGHT CONTROLLER;

EID: 0030687101     PISSN: 10987576     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICNN.1997.616120     Document Type: Conference Paper

References (9)

1. L. A. Feldkamp, G. V. Puskorius, K. A. Marko, J. V. James, T. M. Feldkamp, and G. Jesion, "Unravelling dynamics with recurrent networks: Application to engine diagnostics," in Proceedings of the Ninth Yale Workshop on Adaptive and Learning Systems, New Haven, CT, 1996, pp. 59-64.
2. G. V. Puskorius and L. A. Feldkamp, "Signal processing by dynamic neural networks with application to automotive misfire detection," in Proceedings of the 1996 World Congress on Neural Neural Networks, San Diego, 1996, pp. 585-590.
3. L. A. Feldkamp, G. V. Puskorius, and P. C. Moore, "Adaptation from fixed weight dynamic networks," in Proceedings of the IEEE Interna-tional Conference on Neural Networks, Washington, D.C., 1996, pp. 155-160.
4. L. A. Feldkamp and G. V. Puskorius, "Training controllers for robustness: Multi-stream DEKF," in Proceedings of the IEEE International Conference on Neural Networks, Orlando, 1994, pp. 2377-2382.
5. L. A. Feldkamp and G. V. Puskorius, "Training of robust neural controllers," in Proceedings of the 33rd IEEE International Conference on Decision and Control, Orlando, 1994, pp. 2754-2760.
6. J. A. K. Suykens, J. P. L. Vandewalle, and B. L. R. De Moor, "Artificial neural networks for modelling and control of non-linear systems," Kluwer Academic Publishers, Boston, 1995. (The models used here are generalizations of models defined on pp. 157-161.)
7. K. S. Narendra and K. Parthasarathy, "Gradient methods for the optimization of dynamical systems containing neural networks," IEEE Transactions on Neural Networks, vol. 2, no. 2, pp. 252-262, 1991.
8. P. J. Werbos. "Backpropagation through time: What it does and how to do it," Proceedings of the IEEE, vol. 78, no. 10, pp. 1550-1560, 1990.
9. G. V. Puskorius, L. A. Feldkamp, and L. I. Davis, Jr., "Dynamic neural network methods applied to on-vehicle idle speed control," Proceedings of the IEEE, vol. 84, no. 10, pp. 1407-1420, 1996.