Spectral information from gapped data. A comparison of technique

Computer Science – Numerical Analysis

Scientific paper

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Fast Fourier Transformations, Power Spectra, Synthetic Apertures, Time Series Analysis, Astronomical Models, Comparison, Helioseismology, Numerical Analysis

Scientific paper

The fast Fourier transformations (FFT) is used to estimate power spectra of continuous signals evenly sampled on discrete domains. The problem of finding power spectra on unevenly sampled domains, in particular a regularly spaced domain with gaps is discussed. The analysis of the ACRIM solar bolometric intensity data, obtained with a 3/5 on and 2/5 off duty cycle of approximately 100 minutes, would benefit from the techniques. The comparative effectiveness of three different analysis techniques applied to synthetic data generated on gapped domain is reported.

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