A Comparison of Discrete-Time Operator Models for Nonlinear System Identification

NIPS 1994: Proceedings of the 7th International Conference on Neural Information Processing Systems

Volumn , Issue , 1994, Pages 883-890

  Back, Andrew D ^a   Tsoi, Ah Chung ^a  

^a UNIVERSITY OF QUEENSLAND   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

NONLINEAR SYSTEMS; RELIGIOUS BUILDINGS;

BILINEAR TRANSFORMATION; DISCRETE TIME; FINITE WORD LENGTH; LINEAR SIGNAL PROCESSING; MODEL-BASED OPC; NEURAL-NETWORKS; NON-LINEAR SYSTEM IDENTIFICATION; OPERATOR MODEL; SYSTEM PREDICTION;

SIGNAL PROCESSING;

EID: 85153962684     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (19)

1. R. C. Agarwal and C. S. Burrus, "New recursive digital filter structures having very low sensitivity and roundoff noise", LEEE Trans. Circuits and Systems, vol. cas-22, pp. 921-927, Dec. 1975.
2. de Vries, B. Principe, J. C. "A theory for neural networks with time delays", Advances in Neural Information Processing Systems, 3, R. R Lippmann (Ed.), pp 162-168, 1991.
3. de Vries, B., Principe, J. and PG. de Oltveira "Adaline with adaptive recursive memory", Neural Networks for Signal Processing I. Juang, B. H., Kung, S. Y., Kamm, CA. (Eds) IEEE Press, pp. 101-110, 1991.
4. de Vries, B. Principe, J. "The Gamma Model - a new neural model for temporal processing". Neural Networks. Vol 5, No 4, pp 565-576, 1992.
5. H. Fan and Q, Li, "A S operator recursive gradient algorithm for adaptive signal processing", Proc, IEEE Int. Conf. Acoust. Speech and Signal Proc, vol. III, pp. 492-495, 1993.
6. L. Ljung, and T. Söderström, Theory and Practice of Recursive Identification, Cambridge, Massachusetts: The MIT Press, 1983.
7. R. H. Middleton, and G. C. Goodwin, Digital Control and Estimation, Englewood Cliffs: Prentice Hall, 1990.
8. V. Peterka, "Control of Uncertain Processes: Applied Theory and Algorithms", Kybernetika, vol. 22, pp. 1-102, 1986.
9. M. Palaniswami, "A new discrete-time operator for digital estimation and control". The University of Melbourne, Department of Electrical Engineering, Technical Report No. 1, 1989.
10. M. Palaniswami, "Digital Estimation and Control with a New Discrete Time Operator", Proc. 30th IEEE Conf. Decision and Control, pp. 1631-1632, 1991.
11. J. C. Principe, B. de Vries, J-M. Kuo and P. Guedes de Oliveira, "Modeling Applications with the Focused Gamma Net", Advances in Neural Information Processing Systems, vol. 4, pp. 143-150, 1991.
12. J. C. Principe, B. de Vries, and P. Guedes de Oliveira, "The Gamma Filter - a new class of adaptive IIR filters with restricted feedback", IEEE Trans. Signal Processing, vol. 41, pp. 649-656, 1993.
13. G. V. Puskorius, and L. A. Feldkamp, "Decoupled Extended Kaiman Filter Training of Feedforward Layered Networks", Proc. Int Joint Conf. Neural Networks, Seattle, vol I, pp. 771-777, 1991.
14. E. B. Saff and A. D. Snider, Fundamentals of Complex Analysis for Mathematics, Science and Engineering. Englewood Cliffs, NJ: Prentice-Hall, 1976.
15. S. Shah and F. Palmieri, "MEKA - A Fast Local Algorithm for Training Feedfoward Neural Networks", Proc Int Joint Conf. on Neural Networks, vol III, pp. 41-46, 1990
16. J. J. Shynk, "Adaptive IIR filtering using parallel-form realizations", IEEE Trans. Acoust. Speech Signal Proc., vol. 37, pp. 519-533, 1989.
17. Soderstrom and Stoica, "System Identification", London: Prentice Hall, 1989.
18. TO. de Silva, P. G. de Oliveira, J. C. Principe, and B. de Vries, " Generalized feedforward filters with complex poles", Neural Networks for Signal Processing II, S. Y. Kung et. al. (Eds) Piscataway, NJ: IEEE Press, 1992.
19. D. Williamson, "Delay replacement in direct form structures", IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-34, pp. 453-460, Aprl. 1988.