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Correction of the baseline fluctuations in the GEM-based ALICE TPC
To operate the ALICE Time Projection Chamber in continuous mode during the Run~3 and Run~4 data-taking periods of the Large Hadron Collider, the multi-wire proportional chamber-based readout was replaced with gas-electron multipliers. As expected, the detector performance is affected by the so-calle...
| Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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| Lenguaje: | eng |
| Publicado: |
2023
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| Materias: | |
| Acceso en línea: | http://cds.cern.ch/record/2855891 |
| _version_ | 1780977481128345600 |
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| author | Alme, J. Alt, T. Andrei, C. Anguelov, V. Appelshäuser, H. Arslandok, M. Barnaföldi, G.G. Bartsch, E. Becht, P. Bellwied, R. Berdnikova, A. Bialas, N. Bialas, P. Biswas, S. Blidaru, B. Boldizsár, L. Bratrud, L. Braun-Munzinger, P. Bregant, M. Britton, C.L. Brucker, S. Brücken, E.J. Büsching, H. Camacho, R. Soto Castro, A.J. Chatzidaki, P. Christiansen, P. Clonts, L.G. Cormier, T.M. Dhankher, P. Dittrich, S. Ehlers, R. Ericson, M.N. Ezell, N.B. Fabbietti, L. Flor, F. Gaardhøje, J.J. Munhoz, M.G. Garabatos, C. Gasik, P. Geiger, T. Gera, Á. Glässel, P. Goh, D.J.Q. Grein, A. Gundem, T. Gunji, T. Habib, M. Hamagaki, H. Hamar, G. Hansen, J.C. Harris, J.W. Hauer, P. Hayashi, S. Hehner, J. Heino, J.K. Hellbär, E. Helstrup, H. Hemmer, M. Herghelegiu, A. Hernandez, R.A. Herrera, H.D. Hernandez Hilden, T.E. Hughes, C. Hummel, S. Ivanov, M. Jäger, J. Jung, J. Jung, M. Kangasaho, E. Ketzer, B. Kirsch, S. Kleiner, M. Klemenz, T. Knospe, A.G. Kowalski, M. Kreis, L. Krüger, M. Kupfer, N. Lang, R. Lautner, L. Lesch, M. Lesenechal, Y. Liebske, F. Lippmann, C. Majka, R.D. Markert, C. Martins, T.A. Masciocchi, S. Matonoha, O. Matyja, A. Meres, M. Mihaylov, D.L. Miśkowiec, D. Mittelstaedt, T. Mordasini, C. Morhardt, T. Muley, S. Mulligan, J. Munzer, R.H. Murakami, H. Münning, K. Nassirpour, A. Nattrass, C. Nielsen, B.S. Noije, W.A.V. Ogino, M. Oliveira, A.C. Silva, Da Oskarsson, A. Oyama, K. Önnerstad, A. Österman, L. Pachmayer, Y. Paić, G. Patra, R.N. Peskov, V. Petris, M. Petrovici, M. Planinic, M. Prodan, L. Radu, A. Rasson, J. Read, K.F. Rehman, A. Renfordt, R. Røed, K. Röhrich, D. Rubio, E. Rusu, A. Sanches, B.C.S. Schambach, J. Scheid, S. Schmidt, C. Schmier, A. Schweda, K. Sekihata, D. Siebig, S. Silva, R.W.D. Silvermyr, D. Sitar, B. Smirnov, N. Soltveit, H.K. Sorensen, S.P. Stachel, J. Šerkšnyte, L. Tambave, G. Ullaland, K. Ulukutlu, B. Varga, D. Rueda, O. Vazquez Velure, A. Vergara Limón, S. Vorbach, O. Voss, B. Weidlich, C. Wiechula, J. Windelband, B. Winkler, S. |
| author_facet | Alme, J. Alt, T. Andrei, C. Anguelov, V. Appelshäuser, H. Arslandok, M. Barnaföldi, G.G. Bartsch, E. Becht, P. Bellwied, R. Berdnikova, A. Bialas, N. Bialas, P. Biswas, S. Blidaru, B. Boldizsár, L. Bratrud, L. Braun-Munzinger, P. Bregant, M. Britton, C.L. Brucker, S. Brücken, E.J. Büsching, H. Camacho, R. Soto Castro, A.J. Chatzidaki, P. Christiansen, P. Clonts, L.G. Cormier, T.M. Dhankher, P. Dittrich, S. Ehlers, R. Ericson, M.N. Ezell, N.B. Fabbietti, L. Flor, F. Gaardhøje, J.J. Munhoz, M.G. Garabatos, C. Gasik, P. Geiger, T. Gera, Á. Glässel, P. Goh, D.J.Q. Grein, A. Gundem, T. Gunji, T. Habib, M. Hamagaki, H. Hamar, G. Hansen, J.C. Harris, J.W. Hauer, P. Hayashi, S. Hehner, J. Heino, J.K. Hellbär, E. Helstrup, H. Hemmer, M. Herghelegiu, A. Hernandez, R.A. Herrera, H.D. Hernandez Hilden, T.E. Hughes, C. Hummel, S. Ivanov, M. Jäger, J. Jung, J. Jung, M. Kangasaho, E. Ketzer, B. Kirsch, S. Kleiner, M. Klemenz, T. Knospe, A.G. Kowalski, M. Kreis, L. Krüger, M. Kupfer, N. Lang, R. Lautner, L. Lesch, M. Lesenechal, Y. Liebske, F. Lippmann, C. Majka, R.D. Markert, C. Martins, T.A. Masciocchi, S. Matonoha, O. Matyja, A. Meres, M. Mihaylov, D.L. Miśkowiec, D. Mittelstaedt, T. Mordasini, C. Morhardt, T. Muley, S. Mulligan, J. Munzer, R.H. Murakami, H. Münning, K. Nassirpour, A. Nattrass, C. Nielsen, B.S. Noije, W.A.V. Ogino, M. Oliveira, A.C. Silva, Da Oskarsson, A. Oyama, K. Önnerstad, A. Österman, L. Pachmayer, Y. Paić, G. Patra, R.N. Peskov, V. Petris, M. Petrovici, M. Planinic, M. Prodan, L. Radu, A. Rasson, J. Read, K.F. Rehman, A. Renfordt, R. Røed, K. Röhrich, D. Rubio, E. Rusu, A. Sanches, B.C.S. Schambach, J. Scheid, S. Schmidt, C. Schmier, A. Schweda, K. Sekihata, D. Siebig, S. Silva, R.W.D. Silvermyr, D. Sitar, B. Smirnov, N. Soltveit, H.K. Sorensen, S.P. Stachel, J. Šerkšnyte, L. Tambave, G. Ullaland, K. Ulukutlu, B. Varga, D. Rueda, O. Vazquez Velure, A. Vergara Limón, S. Vorbach, O. Voss, B. Weidlich, C. Wiechula, J. Windelband, B. Winkler, S. |
| author_sort | Alme, J. |
| collection | CERN |
| description | To operate the ALICE Time Projection Chamber in continuous mode during the Run~3 and Run~4 data-taking periods of the Large Hadron Collider, the multi-wire proportional chamber-based readout was replaced with gas-electron multipliers. As expected, the detector performance is affected by the so-called common-mode effect, which leads to significant baseline fluctuations. A detailed study of the pulse shape with the new readout has revealed that it is also affected by ion tails. Since reconstruction and data compression are performed fully online, these effects must be corrected at the hardware level in the FPGA-based common readout units. The characteristics of the common-mode effect and of the ion tail, as well as the algorithms developed for their online correction, are described in this paper. The common-mode dependencies are studied using machine-learning techniques. Toy Monte Carlo simulations are performed to illustrate the importance of online corrections and to investigate the performance of the developed algorithms. |
| id | cern-2855891 |
| institution | Organización Europea para la Investigación Nuclear |
| language | eng |
| publishDate | 2023 |
| record_format | invenio |
| spelling | cern-28558912023-09-16T05:12:08Zhttp://cds.cern.ch/record/2855891engAlme, J.Alt, T.Andrei, C.Anguelov, V.Appelshäuser, H.Arslandok, M.Barnaföldi, G.G.Bartsch, E.Becht, P.Bellwied, R.Berdnikova, A.Bialas, N.Bialas, P.Biswas, S.Blidaru, B.Boldizsár, L.Bratrud, L.Braun-Munzinger, P.Bregant, M.Britton, C.L.Brucker, S.Brücken, E.J.Büsching, H.Camacho, R. SotoCastro, A.J.Chatzidaki, P.Christiansen, P.Clonts, L.G.Cormier, T.M.Dhankher, P.Dittrich, S.Ehlers, R.Ericson, M.N.Ezell, N.B.Fabbietti, L.Flor, F.Gaardhøje, J.J.Munhoz, M.G.Garabatos, C.Gasik, P.Geiger, T.Gera, Á.Glässel, P.Goh, D.J.Q.Grein, A.Gundem, T.Gunji, T.Habib, M.Hamagaki, H.Hamar, G.Hansen, J.C.Harris, J.W.Hauer, P.Hayashi, S.Hehner, J.Heino, J.K.Hellbär, E.Helstrup, H.Hemmer, M.Herghelegiu, A.Hernandez, R.A.Herrera, H.D. HernandezHilden, T.E.Hughes, C.Hummel, S.Ivanov, M.Jäger, J.Jung, J.Jung, M.Kangasaho, E.Ketzer, B.Kirsch, S.Kleiner, M.Klemenz, T.Knospe, A.G.Kowalski, M.Kreis, L.Krüger, M.Kupfer, N.Lang, R.Lautner, L.Lesch, M.Lesenechal, Y.Liebske, F.Lippmann, C.Majka, R.D.Markert, C.Martins, T.A.Masciocchi, S.Matonoha, O.Matyja, A.Meres, M.Mihaylov, D.L.Miśkowiec, D.Mittelstaedt, T.Mordasini, C.Morhardt, T.Muley, S.Mulligan, J.Munzer, R.H.Murakami, H.Münning, K.Nassirpour, A.Nattrass, C.Nielsen, B.S.Noije, W.A.V.Ogino, M.Oliveira, A.C.Silva, DaOskarsson, A.Oyama, K.Önnerstad, A.Österman, L.Pachmayer, Y.Paić, G.Patra, R.N.Peskov, V.Petris, M.Petrovici, M.Planinic, M.Prodan, L.Radu, A.Rasson, J.Read, K.F.Rehman, A.Renfordt, R.Røed, K.Röhrich, D.Rubio, E.Rusu, A.Sanches, B.C.S.Schambach, J.Scheid, S.Schmidt, C.Schmier, A.Schweda, K.Sekihata, D.Siebig, S.Silva, R.W.D.Silvermyr, D.Sitar, B.Smirnov, N.Soltveit, H.K.Sorensen, S.P.Stachel, J.Šerkšnyte, L.Tambave, G.Ullaland, K.Ulukutlu, B.Varga, D.Rueda, O. VazquezVelure, A.Vergara Limón, S.Vorbach, O.Voss, B.Weidlich, C.Wiechula, J.Windelband, B.Winkler, S.Correction of the baseline fluctuations in the GEM-based ALICE TPChep-exParticle Physics - ExperimentTo operate the ALICE Time Projection Chamber in continuous mode during the Run~3 and Run~4 data-taking periods of the Large Hadron Collider, the multi-wire proportional chamber-based readout was replaced with gas-electron multipliers. As expected, the detector performance is affected by the so-called common-mode effect, which leads to significant baseline fluctuations. A detailed study of the pulse shape with the new readout has revealed that it is also affected by ion tails. Since reconstruction and data compression are performed fully online, these effects must be corrected at the hardware level in the FPGA-based common readout units. The characteristics of the common-mode effect and of the ion tail, as well as the algorithms developed for their online correction, are described in this paper. The common-mode dependencies are studied using machine-learning techniques. Toy Monte Carlo simulations are performed to illustrate the importance of online corrections and to investigate the performance of the developed algorithms.arXiv:2304.03881oai:cds.cern.ch:28558912023-04-07 |
| spellingShingle | hep-ex Particle Physics - Experiment Alme, J. Alt, T. Andrei, C. Anguelov, V. Appelshäuser, H. Arslandok, M. Barnaföldi, G.G. Bartsch, E. Becht, P. Bellwied, R. Berdnikova, A. Bialas, N. Bialas, P. Biswas, S. Blidaru, B. Boldizsár, L. Bratrud, L. Braun-Munzinger, P. Bregant, M. Britton, C.L. Brucker, S. Brücken, E.J. Büsching, H. Camacho, R. Soto Castro, A.J. Chatzidaki, P. Christiansen, P. Clonts, L.G. Cormier, T.M. Dhankher, P. Dittrich, S. Ehlers, R. Ericson, M.N. Ezell, N.B. Fabbietti, L. Flor, F. Gaardhøje, J.J. Munhoz, M.G. Garabatos, C. Gasik, P. Geiger, T. Gera, Á. Glässel, P. Goh, D.J.Q. Grein, A. Gundem, T. Gunji, T. Habib, M. Hamagaki, H. Hamar, G. Hansen, J.C. Harris, J.W. Hauer, P. Hayashi, S. Hehner, J. Heino, J.K. Hellbär, E. Helstrup, H. Hemmer, M. Herghelegiu, A. Hernandez, R.A. Herrera, H.D. Hernandez Hilden, T.E. Hughes, C. Hummel, S. Ivanov, M. Jäger, J. Jung, J. Jung, M. Kangasaho, E. Ketzer, B. Kirsch, S. Kleiner, M. Klemenz, T. Knospe, A.G. Kowalski, M. Kreis, L. Krüger, M. Kupfer, N. Lang, R. Lautner, L. Lesch, M. Lesenechal, Y. Liebske, F. Lippmann, C. Majka, R.D. Markert, C. Martins, T.A. Masciocchi, S. Matonoha, O. Matyja, A. Meres, M. Mihaylov, D.L. Miśkowiec, D. Mittelstaedt, T. Mordasini, C. Morhardt, T. Muley, S. Mulligan, J. Munzer, R.H. Murakami, H. Münning, K. Nassirpour, A. Nattrass, C. Nielsen, B.S. Noije, W.A.V. Ogino, M. Oliveira, A.C. Silva, Da Oskarsson, A. Oyama, K. Önnerstad, A. Österman, L. Pachmayer, Y. Paić, G. Patra, R.N. Peskov, V. Petris, M. Petrovici, M. Planinic, M. Prodan, L. Radu, A. Rasson, J. Read, K.F. Rehman, A. Renfordt, R. Røed, K. Röhrich, D. Rubio, E. Rusu, A. Sanches, B.C.S. Schambach, J. Scheid, S. Schmidt, C. Schmier, A. Schweda, K. Sekihata, D. Siebig, S. Silva, R.W.D. Silvermyr, D. Sitar, B. Smirnov, N. Soltveit, H.K. Sorensen, S.P. Stachel, J. Šerkšnyte, L. Tambave, G. Ullaland, K. Ulukutlu, B. Varga, D. Rueda, O. Vazquez Velure, A. Vergara Limón, S. Vorbach, O. Voss, B. Weidlich, C. Wiechula, J. Windelband, B. Winkler, S. Correction of the baseline fluctuations in the GEM-based ALICE TPC |
| title | Correction of the baseline fluctuations in the GEM-based ALICE TPC |
| title_full | Correction of the baseline fluctuations in the GEM-based ALICE TPC |
| title_fullStr | Correction of the baseline fluctuations in the GEM-based ALICE TPC |
| title_full_unstemmed | Correction of the baseline fluctuations in the GEM-based ALICE TPC |
| title_short | Correction of the baseline fluctuations in the GEM-based ALICE TPC |
| title_sort | correction of the baseline fluctuations in the gem-based alice tpc |
| topic | hep-ex Particle Physics - Experiment |
| url | http://cds.cern.ch/record/2855891 |
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correctionofthebaselinefluctuationsinthegembasedalicetpc AT weidlichc correctionofthebaselinefluctuationsinthegembasedalicetpc AT wiechulaj correctionofthebaselinefluctuationsinthegembasedalicetpc AT windelbandb correctionofthebaselinefluctuationsinthegembasedalicetpc AT winklers correctionofthebaselinefluctuationsinthegembasedalicetpc |