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ACI Avances en Ciencias e Ingenierías

SECTION C: ENGINEERING

Vol. 3 No. 1 (2011)

Assessment of time-frequency methods through a data acquisition equipment and a computer

DOI
https://doi.org/10.18272/aci.v3i1.60
Submitted
July 24, 2015

Abstract

This work deals with the performance of the time-frequency methods: Short Time Fourier Transform, Wavelet Transform, Wigner-Ville, Choi-Williams and Matching Pursuit. Data acquisition was performed using a National Instruments card (NI 6221), and the signal processing was made using Matlab on a personal computer. The processing time was measured and the test was made in different sample rates.The results show that Matching Pursuit is the most suitable for precision and details, but at the same time is the most demanding in terms of computational resources and the maximum sampling frequency was 2 (KHz) for avoiding the computer collapse.

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References

  1. Pinto Ramos, M. 2005. "Procesamiento de señales utilizando el analisis tiempo-frecuencia." Centro de Investigación y Desarrollo de Tecnoligía Digital-CITE.
  2. Muñoz, A. "Desarrollo de técnicas de detección de fibrilacideson ventricular basadas en algoritmos de tiempo-frecuencia."
  3. Wigner, E. 1932. "On the Quantum Correction for Thermodynamic." Physics Review.40, 749-759.
  4. Ville, J. 1948. "Theorie et Applications of the Notion of Signal." Cables of Transmission. 2A, 61-74.
  5. Gabor, D. 1946. "Theory of Communication." Journal IEE (London). 93, 429-457.
  6. Kirkwood, W. 1933. "Quantum Statistics of Almost Classical Ensembles". Physics Review. 44, 31-37.
  7. Rijaczek, W. 1968. "Signal Energy Distribution in Time and Frecuency." IEEE Transactions on Information Theory. IT-14, 369-374.
  8. Page, C. 1952. "Instantaneous Power Spectra." Journal of Applied Physics. 23, 103-106.
  9. Margenau, H 1961. "Correlation Between Measurements in Quantum Theory." Prog, Theory Phys.. 26.
  10. Cohen, L. 1966. "Generalized Phase-space Distribution Functions." Journal of Math and Physics. 7, 781-786.
  11. Claassen, T. and Mecklenbrauker, W. 1980. "The Wigner Distribution-A Tool for Time-Frecuency Signal Analysis." Philips J. Res. 35, 217-250.
  12. Boashash B. and Whitehouse, H. 1986. "Seismic Applications of Weigner-Ville Distribution." Proceedings of International Conference in Systems and Circuits. 34-37.
  13. Qian, S. and Dapang, C. 1996. "Joint Time-Frequency Analysis: Methods and Applications." Prentice Hall PTR.
  14. Montúfar, R. "Técnicas de aproximación adaptable con funciones de tiempo-frecuencia." Departamento de Ingeniería Eléctrica.
  15. Daubechies, I. 1988. "Time-Frequency Localization Operators: A Geometric Phase Space Approach." IEEE Transactions on Information Theory. 34, 605-612.
  16. Coifman, R.R. and Wickerhauser, M.V 1992. "Entropy-based Algorithms for Best-Basis Selection." IEEE Transactions on Information Theory. 38, 713-718.
  17. Mallat, S and Zhang, Z. 1993. "Matching Pursuits with Time-Frequency Dictionaries." IEEE Transactions on Signal Processing. 41.
  18. Chen, S and Donoho, D. 1995. "Basis Pursuit, Technical Report." Department of Statistics.
  19. Jaggi, S and Carl, W. 1995. "High Resolution Pursuit for Feature Extraction, Technical Report." Lab. for Information and Decision Systems.
  20. Vinayk, I. "Digital Signal Processing usingMatlab V4." PWS Publishing Company.
  21. Manual en linea de la tarjeta de adquisicion de datos. <http://www.ni.com/>