Neural network parameter extraction with application to flutter signals

Journal of Aircraft

Volumn 35, Issue 1, 1998, Pages 165-168

  Lee, B H K ^a,b,c   Wong, Y S ^b,d  

^a NATIONAL RESEARCH COUNCIL CANADA   (Canada)

^b UNIVERSITY OF ALBERTA   (Canada)

^c AIAA   (United States)

^d University of Alberta ^*

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; C (PROGRAMMING LANGUAGE); CONVERGENCE OF NUMERICAL METHODS; DAMPING; FEEDFORWARD NEURAL NETWORKS; FLUTTER (AERODYNAMICS); LEARNING SYSTEMS; OPTIMIZATION; PARAMETER ESTIMATION;

DECAYING SINE WAVE SIGNALS; FLUTTER SIGNALS; FREQUENCY EXTRACTION; MULTIMODE SIGNALS;

AIRCRAFT;

EID: 0031704835     PISSN: 00218669     EISSN: 15333868     Source Type: Journal    
DOI: 10.2514/2.2280     Document Type: Article

References (8)

1. Walker, R., and Gupta, N., "Real Time Flutter Analysis," NASA CR-170412, 1984.
2. Lee, B. H. K., and Laichai, F., "Development of Post-Flight and Real Time Flutter Analysis Methodologies," Proceedings Forum International Aéroélasticité et Dynamique de Structures (Strasbourg), Association Aéronautique et Astronautique de France, 1993, pp. 703-719.
3. Daubechies, I., "The Wavelet Transform, Time-Frequency Localization and Signal Analysis," IEEE Transactions on Information Theory, Vol. 36, No. 5, 1990, pp. 961-1005.
4. Coifman, R., and Wickerhauser, M. V., "Wavelets and Adapted Waveform Analysis," Proceedings of Symposia in Applied Mathematics. Vol. 47, American Mathematical Society, Providence, RI, 1993, pp. 119-154.
5. Chen, S., Billings, S., and Grant, P., "Nonlinear System Identification Using Neural Networks," International Journal of Control, Vol. 51, No. 6, 1991, pp. 1191-1214.
6. Parlos, A., Atiya, A., and Sunkel, J., "Parameter Estimation in Space Systems Using Recurrent Neural Network," AIAA Paper 91-2716, Aug. 1991.
7. Lee, B. H. K., and Jones, D. J., "Comparison of Two Methods for the Reduction of Free Decaying Data in Aircraft Flutter Tests," Canadian Aeronautics and Space Journal, Vol. 26, No. 4, 1980, pp. 322-335.
8. Strang, G., and Nguyen, T., Wavelets and Filter Banks, Wellesley-Cambridge Press, Wellesley, MA, 1996.