Skip to main navigation Skip to search Skip to main content

A high performance likelihood reconstruction of γ-rays for imaging atmospheric Cherenkov telescopes

  • Mathieu de Naurois
  • , Loïc Rolland

Research output: Contribution to journalArticlepeer-review

Abstract

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).

Original languageEnglish
Pages (from-to)231-252
Number of pages22
JournalAstroparticle Physics
Volume32
Issue number5
DOIs
Publication statusPublished - 1 Dec 2009
Externally publishedYes

Keywords

  • Analysis techniques
  • Cherenkov
  • IACT
  • VHE γ-ray astronomy

Fingerprint

Dive into the research topics of 'A high performance likelihood reconstruction of γ-rays for imaging atmospheric Cherenkov telescopes'. Together they form a unique fingerprint.

Cite this