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Calculation of the time resolution of the J-PET tomograph using kernel density estimation
L Raczyński1, W Wiślicki1, W Krzemień2
1Department of Complex Systems, National Centre for Nuclear Research, 05-400 Otwock-Świerk, Poland.
None:
In this paper we estimate the time resolution of the J-PET scanner built from plastic scintillators. We incorporate the method of signal processing using the Tikhonov regularization framework and the kernel density estimation method. We obtain simple, closed-form analytical formulae for time resolution. The proposed method is validated using signals registered by means of the single detection unit of the J-PET tomograph built from a 30 cm long plastic scintillator strip. It is shown that the experimental and theoretical results obtained for the J-PET scanner equipped with vacuum tube photomultipliers are consistent.
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