Abstract
We describe the concept and procedure of drifted-charge extraction developed in the MicroBooNE experiment, a single-phase liquid argon time projection chamber (LArTPC). This technique converts the raw digitized TPC waveform to the number of ionization electrons passing through a wire plane at a given time. A robust recovery of the number of ionization electrons from both induction and collection anode wire planes will augment the 3D reconstruction, and is particularly important for tomographic reconstruction algorithms. A number of building blocks of the overall procedure are described. The performance of the signal processing is quantitatively evaluated by comparing extracted charge with the true charge through a detailed TPC detector simulation taking into account position-dependent induced current inside a single wire region and across multiple wires. Some areas for further improvement of the performance of the charge extraction procedure are also discussed.
| Original language | English (US) |
|---|---|
| Article number | P07006 |
| Journal | Journal of Instrumentation |
| Volume | 13 |
| Issue number | 7 |
| DOIs | |
| State | Published - Jul 6 2018 |
Keywords
- Data processing methods
- Neutrino detectors
- Time projection chambers
ASJC Scopus subject areas
- Mathematical Physics
- Instrumentation
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Ionization electron signal processing in single phase LArTPCs. Part I. Algorithm Description and quantitative evaluation with MicroBooNE simulation. / Adams, C.; An, R.; Anthony, J.; Asaadi, J.; Auger, M.; Bagby, L.; Balasubramanian, S.; Baller, B.; Barnes, C.; Barr, G.; Bass, M.; Bay, F.; Bhat, A.; Bhattacharya, K.; Bishai, M.; Blake, A.; Bolton, T.; Camilleri, L.; Caratelli, D.; Fernandez, R. Castillo; Cavanna, F.; Cerati, G.; Chen, H.; Chen, Y.; Church, E.; Cianci, D.; Cohen, E.; Collin, G. H.; Conrad, J. M.; Convery, M.; Cooper-Troendle, L.; Crespo-Anadón, J. I.; Tutto, M. Del; Devitt, D.; Diaz, A.; Dytman, S.; Eberly, B.; Ereditato, A.; Sanchez, L. Escudero; Esquivel, J.; Evans, J. J.; Fadeeva, A. A.; Fleming, B. T.; Foreman, W.; Furmanski, A. P.; Garcia-Gamez, D.; Garvey, G. T.; Genty, V.; Goeldi, D.; Gollapinni, S.; Gramellini, E.; Greenlee, H.; Grosso, R.; Guenette, R.; Guzowski, P.; Hackenburg, A.; Hamilton, P.; Hen, O.; Hewes, J.; Hill, C.; Ho, J.; Horton-Smith, G. A.; Hourlier, A.; Huang, E. C.; James, C.; De Vries, J. Jan; Jiang, L.; Johnson, R. A.; Joshi, J.; Jostlein, H.; Jwa, Y. J.; Kaleko, D.; Karagiorgi, G.; Ketchum, W.; Kirby, B.; Kirby, M.; Kobilarcik, T.; Kreslo, I.; Li, Y.; Lister, A.; Littlejohn, B. R.; Lockwitz, S.; Lorca, D.; Louis, W. C.; Luethi, M.; Lundberg, B.; Luo, X.; Marchionni, A.; Marcocci, S.; Mariani, C.; Marshall, J.; Caicedo, D. A.Martinez; Mastbaum, A.; Meddage, V.; Miceli, T.; Mills, G. B.; Mogan, A.; Moon, J.; Mooney, M.; Moore, C. D.; Mousseau, J.; Murphy, M.; Murrells, R.; Naples, D.; Nienaber, P.; Nowak, J.; Palamara, O.; Pandey, V.; Paolone, V.; Papadopoulou, A.; Papavassiliou, V.; Pate, S. F.; Pavlovic, Z.; Piasetzky, E.; Porzio, D.; Pulliam, G.; Qian, X.; Raaf, J. L.; Radeka, V.; Rafique, A.; Rochester, L.; Ross-Lonergan, M.; Rohr, C. Rudolf Von; Russell, B.; Schmitz, D. W.; Schukraft, A.; Seligman, W.; Shaevitz, M. H.; Sinclair, J.; Smith, A.; Snider, E. L.; Soderberg, M.; Söldner-Rembold, S.; Soleti, S. R.; Spentzouris, P.; Spitz, J.; John, J. St; Strauss, T.; Sutton, K.; Sword-Fehlberg, S.; Szelc, A. M.; Tagg, N.; Tang, W.; Terao, K.; Thomson, M.; Thorn, C.; Toups, M.; Tsai, Y. T.; Tufanli, S.; Usher, T.; Pontseele, W. Van De; De Water, R. G.Van; Viren, B.; Weber, M.; Wei, H.; Wickremasinghe, D. A.; Wierman, K.; Williams, Z.; Wolbers, S.; Wongjirad, T.; Woodruff, K.; Yang, T.; Yarbrough, G.; Yates, L. E.; Yu, B.; Zeller, G. P.; Zennamo, J.; Zhang, C.
In: Journal of Instrumentation, Vol. 13, No. 7, P07006, 06.07.2018.Research output: Contribution to journal › Article › peer-review
}
TY - JOUR
T1 - Ionization electron signal processing in single phase LArTPCs. Part I. Algorithm Description and quantitative evaluation with MicroBooNE simulation
AU - Adams, C.
AU - An, R.
AU - Anthony, J.
AU - Asaadi, J.
AU - Auger, M.
AU - Bagby, L.
AU - Balasubramanian, S.
AU - Baller, B.
AU - Barnes, C.
AU - Barr, G.
AU - Bass, M.
AU - Bay, F.
AU - Bhat, A.
AU - Bhattacharya, K.
AU - Bishai, M.
AU - Blake, A.
AU - Bolton, T.
AU - Camilleri, L.
AU - Caratelli, D.
AU - Fernandez, R. Castillo
AU - Cavanna, F.
AU - Cerati, G.
AU - Chen, H.
AU - Chen, Y.
AU - Church, E.
AU - Cianci, D.
AU - Cohen, E.
AU - Collin, G. H.
AU - Conrad, J. M.
AU - Convery, M.
AU - Cooper-Troendle, L.
AU - Crespo-Anadón, J. I.
AU - Tutto, M. Del
AU - Devitt, D.
AU - Diaz, A.
AU - Dytman, S.
AU - Eberly, B.
AU - Ereditato, A.
AU - Sanchez, L. Escudero
AU - Esquivel, J.
AU - Evans, J. J.
AU - Fadeeva, A. A.
AU - Fleming, B. T.
AU - Foreman, W.
AU - Furmanski, A. P.
AU - Garcia-Gamez, D.
AU - Garvey, G. T.
AU - Genty, V.
AU - Goeldi, D.
AU - Gollapinni, S.
AU - Gramellini, E.
AU - Greenlee, H.
AU - Grosso, R.
AU - Guenette, R.
AU - Guzowski, P.
AU - Hackenburg, A.
AU - Hamilton, P.
AU - Hen, O.
AU - Hewes, J.
AU - Hill, C.
AU - Ho, J.
AU - Horton-Smith, G. A.
AU - Hourlier, A.
AU - Huang, E. C.
AU - James, C.
AU - De Vries, J. Jan
AU - Jiang, L.
AU - Johnson, R. A.
AU - Joshi, J.
AU - Jostlein, H.
AU - Jwa, Y. J.
AU - Kaleko, D.
AU - Karagiorgi, G.
AU - Ketchum, W.
AU - Kirby, B.
AU - Kirby, M.
AU - Kobilarcik, T.
AU - Kreslo, I.
AU - Li, Y.
AU - Lister, A.
AU - Littlejohn, B. R.
AU - Lockwitz, S.
AU - Lorca, D.
AU - Louis, W. C.
AU - Luethi, M.
AU - Lundberg, B.
AU - Luo, X.
AU - Marchionni, A.
AU - Marcocci, S.
AU - Mariani, C.
AU - Marshall, J.
AU - Caicedo, D. A.Martinez
AU - Mastbaum, A.
AU - Meddage, V.
AU - Miceli, T.
AU - Mills, G. B.
AU - Mogan, A.
AU - Moon, J.
AU - Mooney, M.
AU - Moore, C. D.
AU - Mousseau, J.
AU - Murphy, M.
AU - Murrells, R.
AU - Naples, D.
AU - Nienaber, P.
AU - Nowak, J.
AU - Palamara, O.
AU - Pandey, V.
AU - Paolone, V.
AU - Papadopoulou, A.
AU - Papavassiliou, V.
AU - Pate, S. F.
AU - Pavlovic, Z.
AU - Piasetzky, E.
AU - Porzio, D.
AU - Pulliam, G.
AU - Qian, X.
AU - Raaf, J. L.
AU - Radeka, V.
AU - Rafique, A.
AU - Rochester, L.
AU - Ross-Lonergan, M.
AU - Rohr, C. Rudolf Von
AU - Russell, B.
AU - Schmitz, D. W.
AU - Schukraft, A.
AU - Seligman, W.
AU - Shaevitz, M. H.
AU - Sinclair, J.
AU - Smith, A.
AU - Snider, E. L.
AU - Soderberg, M.
AU - Söldner-Rembold, S.
AU - Soleti, S. R.
AU - Spentzouris, P.
AU - Spitz, J.
AU - John, J. St
AU - Strauss, T.
AU - Sutton, K.
AU - Sword-Fehlberg, S.
AU - Szelc, A. M.
AU - Tagg, N.
AU - Tang, W.
AU - Terao, K.
AU - Thomson, M.
AU - Thorn, C.
AU - Toups, M.
AU - Tsai, Y. T.
AU - Tufanli, S.
AU - Usher, T.
AU - Pontseele, W. Van De
AU - De Water, R. G.Van
AU - Viren, B.
AU - Weber, M.
AU - Wei, H.
AU - Wickremasinghe, D. A.
AU - Wierman, K.
AU - Williams, Z.
AU - Wolbers, S.
AU - Wongjirad, T.
AU - Woodruff, K.
AU - Yang, T.
AU - Yarbrough, G.
AU - Yates, L. E.
AU - Yu, B.
AU - Zeller, G. P.
AU - Zennamo, J.
AU - Zhang, C.
N1 - Funding Information: This document was prepared by the MicroBooNE collaboration using the resources of the Fermi National Accelerator Laboratory (Fermilab), a U.S. Department of Energy, Office of Science, HEP User Facility. Fermilab is managed by Fermi Research Alliance, LLC (FRA), acting under Contract No. DE-AC02-07CH11359. MicroBooNE is supported by the following: the U.S. Department of Energy, Office of Science, Offices of High Energy Physics and Nuclear Physics; the U.S. National Science Foundation; the Swiss National Science Foundation; the Science and Technology Facilities Council of the United Kingdom; and The Royal Society (United Kingdom). Additional support for the laser calibration system and cosmic ray tagger was provided by the Albert Einstein Center for Fundamental Physics, Bern, Switzerland. Publisher Copyright: © 2018 IOP Publishing Ltd and Sissa Medialab.
PY - 2018/7/6
Y1 - 2018/7/6
N2 - We describe the concept and procedure of drifted-charge extraction developed in the MicroBooNE experiment, a single-phase liquid argon time projection chamber (LArTPC). This technique converts the raw digitized TPC waveform to the number of ionization electrons passing through a wire plane at a given time. A robust recovery of the number of ionization electrons from both induction and collection anode wire planes will augment the 3D reconstruction, and is particularly important for tomographic reconstruction algorithms. A number of building blocks of the overall procedure are described. The performance of the signal processing is quantitatively evaluated by comparing extracted charge with the true charge through a detailed TPC detector simulation taking into account position-dependent induced current inside a single wire region and across multiple wires. Some areas for further improvement of the performance of the charge extraction procedure are also discussed.
AB - We describe the concept and procedure of drifted-charge extraction developed in the MicroBooNE experiment, a single-phase liquid argon time projection chamber (LArTPC). This technique converts the raw digitized TPC waveform to the number of ionization electrons passing through a wire plane at a given time. A robust recovery of the number of ionization electrons from both induction and collection anode wire planes will augment the 3D reconstruction, and is particularly important for tomographic reconstruction algorithms. A number of building blocks of the overall procedure are described. The performance of the signal processing is quantitatively evaluated by comparing extracted charge with the true charge through a detailed TPC detector simulation taking into account position-dependent induced current inside a single wire region and across multiple wires. Some areas for further improvement of the performance of the charge extraction procedure are also discussed.
KW - Data processing methods
KW - Neutrino detectors
KW - Time projection chambers
UR - http://www.scopus.com/inward/record.url?scp=85051542414&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85051542414&partnerID=8YFLogxK
U2 - 10.1088/1748-0221/13/07/P07006
DO - 10.1088/1748-0221/13/07/P07006
M3 - Article
AN - SCOPUS:85051542414
VL - 13
JO - Journal of Instrumentation
JF - Journal of Instrumentation
SN - 1748-0221
IS - 7
M1 - P07006
ER -