Neural strategies for nonlinear optimal filtering

Proceedings of the IEEE International Conference on Systems Engineering

Volumn , Issue , 1992, Pages 44-49

  Alessandri, A ^a   Parisini, T ^a   Sanguineti, M ^a   Zoppoli, R ^a  

^a UNIVERSITY OF GENOA   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

STOCHASTIC SYSTEMS; SYSTEMS ENGINEERING;

CONTROL PROBLEMS; NOISY MEASUREMENTS; NON-LINEAR STOCHASTIC SYSTEMS; NONLINEAR CONTROL PROBLEMS; NONLINEAR OPTIMAL; OPTIMAL FILTERING;

STOCHASTIC CONTROL SYSTEMS;

EID: 57649225157     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSYSE.1992.236946     Document Type: Conference Paper

References (11)

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3. T. Parisini and R. Zoppoli, "Backpropagation for N-stage optimal control problems," Proc. IJCNN '91, Singapore, pp. 1518-1529, 1991.
4. T. Parisini and R. Zoppoli, " Multi-layer neural networks for the solution of generalized nonlinear terminal control problems," Proc. 30th Conf. on Decision and Control, Brighton, UK, pp. 174-179, 1991.
5. M. Aoki, Optimization of Stochastic Systems. Academic Press, 1967.
6. A. H. Jazwinski, Stochastic Processes and Filtering Theory. Academic Press, 1970.
7. T. Parisini and R. Zoppoli, "Neural networks for feedback feedforward nonlinear control systems," DIST Technical Report No. 91.1, University of Genoa, Italy, 1991.
8. B. T. Polyak and Ya. Z. Tsypkin, "Pseudogradient adaptation and training algorithms," Automation and Remote Control, Vol. 12, pp. 377-397, 1973.
9. D. E. Rumelhart and J. L. McClelland, Parallel Distributed Processing, Vol. 1, Chapter 8, MIT Press, Cambridge, MA, 1986.
10. P. J. Werbos, "Beyond regression: new tools for prediction and analysis in the behavioural sciences," Ph.D. Dissertation, Harvard University, Cambridge, MA, 1974.
11. A. G. Lindgren and K. F. Gong, "Position and velocity estimation via bearing observations", IEEE Trans. on Aerospace and Electronic Systems, Vol. AES-14, NO. 4, pp.564-577, 1978.