Third Level Trigger for the Fluorescence Telescopes of the Pierre Auger Observatory
A. Schmidt (1), T. Asch (1), H. Gemmeke (1), M. Kleifges (1), H.-J., Mathes (2), A. Menshikov (1), F. Sch\"ussler (2), D. Tcherniakhovski (1) ((1), Forschunsgzentrum Karlsruhe IPE, (2) Forschunsgzentrum Karlsruhe IK)

TL;DR
This paper presents a third-level trigger system for the Pierre Auger Observatory's fluorescence telescopes, significantly improving event selection efficiency and reducing false triggers through advanced hardware and software algorithms.
Contribution
Introduction of a novel third-stage trigger algorithm utilizing multiplicity signals for lightning rejection and space-time correlation for muon hit rejection, enhancing detection accuracy.
Findings
Lightning rejection efficiency above 99%
False rejection rate reduced by a factor of 10
Validated with measured and simulated showers
Abstract
The trigger system for the Auger fluorescence telescopes is implemented in hard- and software for an efficient selection of fluorescence light tracks induced by high-energy extensive air showers. The algorithm of the third stage uses the multiplicity signal of the hardware for fast rejection of lightning events with above 99% efficiency. In a second step direct muon hits in the camera and random triggers are rejected by analyzing the space-time correlation of the pixels. The trigger algorithm was tested with measured and simulated showers and implemented in the electronics of the fluorescence telescopes. A comparison to a prototype trigger without multiplicity shows the superiority of this approach, e.g. the false rejection rate is a factor 10 lower.
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