Filtering of linear partially observe stochastic systems: The fuzzy logic approach

Dynamics and Control

Volumn 11, Issue 4, 2001, Pages 315-331

  Dabbous, T E ^a  

^a HIGHER TECHNOLOGICAL INSTITUTE   (Egypt)

Author keywords

Filtering; Fuzzy logic; Optimization; Stochastic differential equations

Indexed keywords

COMPUTER SIMULATION; DIFFERENTIAL EQUATIONS; FUZZY SETS; MEMBERSHIP FUNCTIONS; OPTIMIZATION; SIGNAL FILTERING AND PREDICTION;

LINEAR FUZZY FILTERS;

STOCHASTIC CONTROL SYSTEMS;

EID: 0035780478     PISSN: 09254668     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1020898203511     Document Type: Article

References (14)

1. Ahmed, N.U., Elements of Finite Dimensional Systems and Control Theory, Longman Scientific & Technical: London, 1988.
2. Ahmed, N.U., Linear and Nonlinear Filtering for Scientists and Engineers, World Scientific Publishers: Singapore, New Jersey, London, Hong Kong, 1998.
3. Ahmed, N.U. and Li, P., "Quadratic regulator theory and filtering under systems constraints," IMA Journal of Mathematical Control & Information, vol. 8, no. 8, pp. 93-107, 1991.
4. Chen, B., Tseng, C., and Uang, H., "Robustness design of nonlinear dynamic systems via fuzzy linear control" IEEE Transactions on Fuzzy Systems, vol. 7, no. 5, pp. 571-585, 1999.
5. Chen, G., Wang, J., and Sheih, L., "Interval Kalman filtering," IEEE Transactions on Aerospace and Electrical Systems, vol. 33, pp. 250-259, 1997.
6. Chen, G., Xie, Q., and Sheih, L., "Fuzzy Kalman filtering," Journal of Information Sciences, vol. 109, pp. 197-209, 1998.
7. Dabbous, T.E., and Shafie, K.A., "Adaptive control of nonlinear systems using linear networks," Scientific Bulletin, Ain Shams University, Cairo, Egypt, vol. 34, pp. 437-451, 1999.
8. Hoskins, D., Hwang, J., and Vagners, J., "Iterative inversion of neural networks and its applications to adaptive control," IEEE Transactions on Neural Networks, vol. 3, no. 2, pp. 292-301, 1992.
9. Ichikawa, Y. and Sawa, T., "Neural network application for direct feedback controllers," IEEE Transactions on Neural Networks, vol. 3, no. 2, pp. 224-231, 1992.
10. Narendra, K.S. and Parthasarathy, K., "Identification and control of dynamical systems using neural networks," IEEE Transactions on Neural Networks, vol. 1, no. 1, pp. 4-27, 1990.
11. Narendra, K.S. and Parthasarathy, K., "Gradient methods for optimization of dynamical systems containing neural networks," IEEE Transactions on Neural Networks, vol. 2, no. 2, pp. 252-262, 1991.
12. Sastry, P., Santharam, G., and Unnikrishnan, K., "Memory neuron networks for identifiction and control of dynamical systems," IEEE Transactions on Neural Networks, vol. 5, no. 2, pp. 306-319, 1994.
13. Seng, T., Khalid, M., and Yusof, R., "Tuning of a neuro fuzzy controller by genetic algorithm," IEEE Transactions on System, Man and Cybernetics, Part B, vol. 29, no. 2, pp. 226-235, 1999.
14. Wang, L., Adaptive Fuzzy Systems and Control, Prentice Hail: Englewood Cliffs, NJ, 1994.