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.
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 -