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Fourier Transforms on Simulated Pulsar Data Gamma-ray Large Area Space Telescope
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Basic Pulsar Create series of evens distributed over 500 000s (5.7 days) Period of pulsar P 0 = 0.1 s Number of events ~ 500 (= bright Geminga like pulsar) Calculate the number of turns from the pulsar for the photon n turns n = F 0 * t n phase n = turns n – int (turns n )
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Fourier Transform Calculate the Fourier Transform power = sqrt (( sin (2 phase n )) 2 + ( cos (2 phase n )) 2 ) /n
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Fourier Transform on Differences Calculate the number between two photons (i,j, i<j ) turns n = F 0 * (t j – t i ) where (t j – t i ) < max_diff phase n = turns n – int (turns n ) power = sqrt (( sin (2 phase n )) 2 + ( cos (2 phase n )) 2 ) /n max_diff = 5000s
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Re and Im part of the FT Power Re Im Phase offset 0.3 * 2
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Re and Im part of the FT Power Re Im Phase offset 0 * 2
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Re and Im part of the FT Power Re Im Phase offset 0 * 2
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Dependence on max_diff The influence of max_diff on the Signal to noise ratio
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Dependence on max_diff The dependance of the signal with in the power spectrum on max_diff Pulse width ~ 1/max_diff
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