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A feature-extraction and pile-up reconstruction algorithm for the forward-spectrometer EMC of the PANDA experiment
Stockholm University, Faculty of Science, Department of Physics.ORCID iD: 0000-0002-6596-1828
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Number of Authors: 82021 (English)In: Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, ISSN 0168-9002, E-ISSN 1872-9576, Vol. 1011, article id 165601Article in journal (Refereed) Published
Abstract [en]

A digital algorithm for real-time feature extraction, i.e. determination of pulse amplitude and timing, has been developed for the forward-spectrometer electromagnetic calorimeter in the PANDA experiment. The algorithm, which is based on the well known optimal-filter algorithm, has been designed to allow reconstruction of pile-up signals in real time and to work in a free-running DAQ system such as PANDA. To benchmark the algorithm, a Geant4-based Monte Carlo model of photon interactions in the calorimeter has been developed to generate realistic detector signals which were used as inputs to a VHDL simulation of the algorithm. The results of this simulation study show that the developed algorithm improves the time resolution by almost 50% compared to a conventional linear constant fraction discriminator algorithm. For the PANDA calorimeter, this results in a time root resolution close to 100 ps/ GeV per detector element at high energies. The algorithm allows reconstruction of the amplitude and timing of pile-up pulses separated by as little as 30 ns with good efficiency, fulfilling the PANDA requirements.

Place, publisher, year, edition, pages
2021. Vol. 1011, article id 165601
Keywords [en]
Electromagnetic calorimeter, Sampling ADC, Optimal filter, Feature extraction, Pile-up reconstruction, FPGA
National Category
Physical Sciences
Identifiers
URN: urn:nbn:se:su:diva-196854DOI: 10.1016/j.nima.2021.165601ISI: 000677949700006OAI: oai:DiVA.org:su-196854DiVA, id: diva2:1595822
Available from: 2021-09-20 Created: 2021-09-20 Last updated: 2022-02-25Bibliographically approved

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Preston, MarkusTegnér, Per-Erik

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