Multiscale fuzzy state estimation using stationary wavelet transforms

Proceedings of the 44th IEEE Conference on Decision and Control, and the European Control Conference, CDC-ECC '05

Volumn 2005, Issue , 2005, Pages 3249-3254

  Nounou, Hazem N ^a,b  

^a IEEE   (United Arab Emirates)

^b UNITED ARAB EMIRATES UNIVERSITY   (United Arab Emirates)

Author keywords

[No Author keywords available]

Indexed keywords

DATA FILTERING; FILTERING ALGORITHM; FUZZY MODELS; MULTISCALE FUZZY KALMAN (MSFK) FILTERING;

ALGORITHMS; APPROXIMATION THEORY; KALMAN FILTERS; STATE ESTIMATION; WAVELET TRANSFORMS;

FUZZY CONTROL;

EID: 33847194221     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CDC.2005.1582662     Document Type: Conference Paper

References (16)

1. Passino, K.M., and Yurkovich, S., "Fuzzy Control", Addison-Wesley Longman, Menlo Park, CA, 1998.
2. Johansen, T., Shorten, R., and Murray-Smith, R., "On the interpretation and Identification of Dynamic Takagi-Sugeno Fuzzy Models, IEEE Trans. Fuzzy Syst., 8, 3, 297-313, 2000.
3. Ying H., "Sufficient Conditions on Uniform Approximation of Multivariate Functions by General Takagi-Sugeno Fuzzy Systems With Linear Rule Consequent", IEEE Trans. Man Cybernetics, 28, 515-520, 1998.
4. Ying, H., "General SISO Takagi-Sugeno Fuzzy Systems with Linear Rule Consequent are Universal Approximators", IEEE Trans. Fuzzy Sys., 6, 582-587, 1998.
5. Ying, H., "General Takagi-Sugeno Fuzzy Systems with Simplified Linear Rule Consequent are Universal Controllers", J. Inf. Sci., 108, 91-107, 1998.
6. Zeng. K., Zhang, N., and Xu, W., "A Comparative Study on Sufficient conditions for Takagi-Sugeno Fuzzy Systems as Universal Approximators", IEEE Trans. Fuzzy Syst., 8, 6, 773-780, 2000.
7. Takagi, T. and Sugeno, M., "Fuzzy Identification of Systems and its Application to Modeling and Control", IEEE Transactions on Systems, Man, and Cybernetics, 15, 1, 116-132, 1985.
8. Feng, G., Cao, S., Rees, N., and Chak, C., "Design of Fuzzy Control Systems with Guaranteed Stability", Fuzzy Sets Sys., 85, 1-10, 1997.
9. Ma, X., Sun, Z., and He, Y., "Analysis and Design of Fuzzy Controller and Fuzzy Observer", IEEE Trans. Fuzzy Sys, 6, 1, 41-51, 1998.
10. Tanaka, K., Ikeda, T., and Wang, H., "Fuzzy Regulators and Fuzzy Observers: Relaxed Stability Conditions and LMI-Based Designs", IEEE Trans. Fuzzy Sys., 6, 2, 250-265, 1998.
11. Simon, D., "Kalman Filtering of Fuzzy Discrete Time Dynamic Systems", Applied Soft Computing, 3, 191-207, 2003.
12. Chen, G., Xie, Q., and shieh, L., "Fuzzy Kalman Filtering", J. Inform. Sci., 109, 197-209, 1998.
13. Mallat, S. G., "A Theory of Multiresolution Signal Decomposition: The Wavelet Representation", IEEE Transaction on Pattern Analysis and Machine Intelligence, 11, 7, 764, 1989.
14. Nason, G. and Silverman, B., "The Stationary Wavelet Transform and some Statistical Applications", Lecture Notes in Statistics: Wavelets and Statistics, 281, 1995.
15. Nason, G., "Wavelet shrinkage using cross-validation", J. R. Statist. Soc. B, 58, 463, 1996.
16. Nise, Norman S., "Control Systems Engineering", Fourth edition, John Wiley and Sons, Inc., 2004.