Detecting travelling ionospheric disturbances in incoherent scatter data using the Maximum Entropy Method

Physics

Scientific paper

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Incoherent Scattering, Maximum Entropy Method, Traveling Ionospheric Disturbances, Wave Attenuation, White Noise, Line Spectra, Power Spectra, Random Processes

Scientific paper

Two different methods of determining autoregressive coefficients in Maximum Entropy Method (MEM) were compared, investigating power spectra of synthetic signals consisting of three sinusoids and white noise of relatively high level. Spectral line shifts due to the initial phase changes were evaluated. Burg's method was chosen for determining power spectra of experimental signal. Simulating the incoherent scatter data obtained with EISCAT, it was shown that the increasing noise and wave attenuation effects are difficult to separate. Integrating the ME spectral density it was found that, in many cases, it is impossible to reproduce the true power of each harmonic of the signal.

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