A high performance likelihood reconstruction of γ -rays for imaging atmospheric Cherenkov telescopes
We present a sophisticated γ -ray likelihood reconstruction technique for imaging atmospheric Cerenkov telescopes. The technique is based on the comparison of the raw Cherenkov camera pixel images of a photon induced atmospheric particle shower with the predictions from a semi-analytical model. The...
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Veröffentlicht in: | Astroparticle physics 2009-12, Vol.32 (5), p.231-252 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | We present a sophisticated
γ
-ray likelihood reconstruction technique for imaging atmospheric Cerenkov telescopes. The technique is based on the comparison of the raw Cherenkov camera pixel images of a photon induced atmospheric particle shower with the predictions from a semi-analytical model. The approach was initiated by the CAT experiment in the 1990s, and has been further developed by a new fit algorithm based on a log-likelihood minimisation using all pixels in the camera, a precise treatment of night sky background noise, the use of stereoscopy and the introduction of first interaction depth as parameter of the model.
The reconstruction technique provides a more precise direction and energy reconstruction of the photon induced shower compared to other techniques in use, together with a better gamma efficiency, especially at low energies, as well as an improved background rejection. For data taken with the H.E.S.S. experiment, the reconstruction technique yielded a factor of ∼2 better sensitivity compared to the H.E.S.S. standard reconstruction techniques based on second moments of the camera images (Hillas parameter technique). |
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ISSN: | 0927-6505 1873-2852 |
DOI: | 10.1016/j.astropartphys.2009.09.001 |