English

A high performance likelihood reconstruction of gamma-rays for Imaging Atmospheric Cherenkov Telescopes

Instrumentation and Methods for Astrophysics 2015-03-13 v3 High Energy Astrophysical Phenomena

Abstract

We present a sophisticated gamma-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 1990's, 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).

Keywords

Cite

@article{arxiv.0907.2610,
  title  = {A high performance likelihood reconstruction of gamma-rays for Imaging Atmospheric Cherenkov Telescopes},
  author = {Mathieu de Naurois and Loic Rolland},
  journal= {arXiv preprint arXiv:0907.2610},
  year   = {2015}
}

Comments

43 pages, 33 figures, Astroparticle Physics 32 (2009) Fixed typos in equations 11 and 14