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Annales Geophysicae An interactive open-access journal of the European Geosciences Union
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Volume 14, issue 12
Ann. Geophys., 14, 1513–1525, 1996
https://doi.org/10.1007/s00585-996-1513-5
© European Geosciences Union 1996

Special issue: VIIIe EISCAT

Ann. Geophys., 14, 1513–1525, 1996
https://doi.org/10.1007/s00585-996-1513-5
© European Geosciences Union 1996

  31 Dec 1996

31 Dec 1996

Time-frequency tools of signal processing for EISCAT data analysis

J. Lilensten and P. O. Amblard J. Lilensten and P. O. Amblard
  • CEPHAG, URA 346, BP 46, 38402 St Martin d'hères Cedex, France

Abstract. We demonstrate the usefulness of some signal-processing tools for the EISCAT data analysis. These tools are somewhat less classical than the familiar periodogram, squared modulus of the Fourier transform, and therefore not as commonly used in our community. The first is a stationary analysis, "Thomson's estimate'' of the power spectrum. The other two belong to time-frequency analysis: the short-time Fourier transform with the spectrogram, and the wavelet analysis via the scalogram. Because of the highly non-stationary character of our geophysical signals, the latter two tools are better suited for this analysis. Their results are compared with both a synthetic signal and EISCAT ion-velocity measurements. We show that they help to discriminate patterns such as gravity waves from noise.

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