A library of adaptive neural networks for control purposes

2002 IEEE International Symposium on Computer Aided Control System Design, CACSD 2002 - Proceedings

Volumn , Issue , 2002, Pages 115-120

  Campa, G ^a   Fravolini, M L ^b   Napolitano, M ^b  

^a UNIVERSITY OF PERUGIA   (Italy)

^b West Virginia University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER CONTROL SYSTEMS; CONTROL SYSTEMS; NETWORK ARCHITECTURE; SYSTEMS ANALYSIS;

ADAPTIVE NEURAL NETWORKS; APPROXIMATION PROCESS; APPROXIMATORS; CONTROL PURPOSE; SIMULINK;

ADAPTIVE CONTROL SYSTEMS;

EID: 84964039178     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CACSD.2002.1036939     Document Type: Conference Paper

References (12)

1. Neural Network Toolbox Users Guide, October 1998, The Matworks Inc.
2. G. Campa, M.L. Fravolini, M.R. Napolitano, B. Seanor, "Neural Networks-Based Sensor Validation for the Flight Control System of a B777 Research Model" American Control Conference 2002, May 8-10, 2002, AK, USA.
3. Simulink, Writing S-Functions, January 1999, The Mathworks Inc.
4. M. Polycarpou, "On-Line Approximators for Nonlinear System Identification: A Unified Approach" Control and Dynamic Systems Series, Volume 7, Neural Network Systems Techniques and Applications (Ac. Press, Jan 1998).
5. M. R. Napolitano, Y. An, B. Seanor, "A fault tolerant flight control system for sensor and actuator failure using neural networks", Aircraft Design, 2000, vol. 3, pp. 103-128.
6. J. C. Platt, "A Resource Allocation Network for Function Interpolation", Neural Computation 3(2), pp. 213-225, 1991.
7. L. Yan, N. Sundarajan, P. Saratchandran, "Nonlinear System Identification Using Lyapunov Based Fully Tuned Dynamic RBF Networks", Neural Processing Letters 2000, 12: 291-303.
8. Y. Lu, N. Sundararajan, P. Saratchandran, "Analysis of Minimal Radial Basis Function Network Algorithm for Real-time identification of nonlinear dynamic systems", IEE Proceedings on Control Theory and Application 2000; Vol. 4, no. 147, pp. 476.
9. B. Friske,. "Growing cell structures: a self-organizing network for unsupervised and supervised learning", Neural Networks, vol.7 pp. 1441-1460, 1995.
10. I. Ahrns, J. Bruske, G. Sommer, "On-line learning with dynamic cell structures", Proc. Int. Conf. Artificial Neural Networks, vol.2 pp.141-146,1995.
11. C. Jorgensen, "Direct Adaptive Aircraft Control Using Dynamic Cell Structure Neural Networks", NASA TM 112198, May 1997.
12. R.W. Brumbaugh, "An Aircraft Model for the AIAA Controls Design Challenge", NASA CR 186019, Dec. 1991