Multidimensional nonstationary maximum entropy spectral analysis by using neural net

Mathematical Geology

Volumn 31, Issue 6, 1999, Pages 685-700

  Chao, Li ^a  

^a UNIVERSITY OF HOUSTON VICTORIA   (United States)

Author keywords

Multidimensional nonstationary random field; Random field simulation

Indexed keywords

ENTROPY; GEOPHYSICS; NONSTATIONARITY; SPECTRAL ANALYSIS;

EID: 0032710110     PISSN: 08828121     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1007580410758     Document Type: Article

References (13)

1. Bras, R. L., and Rodriguez-Iturbe, I., 1976, Rainfall generation: A nonstationary time varying multidimensional model: Water Resources Res., v. 12, no. 1, p. 450-456.
2. Burg, J., 1975, Maximum entropy spectral analysis: unpublished doctoral dissertation, Stanford University, 123 p.
3. Chao, L., 1996, Multidimensional spectrum estimation for nonstationary processes: Math. Geology, v. 28, no. 6, p. 743-764.
4. Hagan, L. R., 1982, Application of spectral theory and analysis in mining geostatistics and statistical linear wave theory: unpublished doctoral dissertation, University of Wyoming, 338 p.
5. Lim, J. S., 1990, Two-dimensional signal and image processing: Prentice-Hall, Englewood Cliffs, NJ, 694 p.
6. Liu, S. C., 1970, Evolutionary power spectral density of strong-motion earthquakes: Bulletin of the Seismological Society of America, v. 60, no. 3, p. 891-900.
7. Mejia, J. M., and Rodriguez-Iturbe, I., 1974, On the synthesis of random field sampling from the spectrum: An application to the generation of hydrologic spatial processes: Water Resources Res., v. 10, no. 4, p. 705-711.
8. Melard, G., and Schutter, A. H., 1989, Contributions to evolutionary spectral theory: Journal of Time Series Analysis, v. 10, no. 1, p. 41-63.
9. Priestley, M. B., 1981, Spectral analysis and time series: New York, Academic Press, 890 p.
10. Reidel, K. S., 1993, Optimal data-based kernel estimation of evolutionary spectra: IEEE Transactions on Signal Processing, v. 41, no. 7, p. 2439-2447.
11. Shah, S. I., Chaparro, L. I., and Kayhan, A. S., 1994, Evolutionary maximum entropy spectral analysis: Proceedings IEEE ICASSP-94, Adelaide, Australia, v. 4, p. 285-288.
12. Shinozuka, M., and Jan, C. M., 1972, Digital simulation of random processes and its applications: Journal of Sound and Vibration, v. 25, no. 1, p. 111-128.
13. Zhuang, X., Zhao, Y., and Huang, T., 1991, A neural net algorithm for multidimensional maximum entropy spectrum estimation: Neural Networks, v. 4, no. 5, p. 619-626.