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.

dc.contributor.author	Collin, G. H.
dc.contributor.author	Conrad, Janet Marie
dc.contributor.author	Diaz, Alejandro
dc.contributor.author	Hen, Or
dc.contributor.author	Hourlier, Adrien C.
dc.contributor.author	Moon, Jarrett S.
dc.contributor.author	Papadopoulou, Afroditi
dc.contributor.author	Yates, Lauren Elizabeth
dc.date.accessioned	2019-03-29T19:18:51Z
dc.date.available	2019-03-29T19:18:51Z
dc.date.issued	2018-07
dc.identifier.issn	1748-0221
dc.identifier.uri	http://hdl.handle.net/1721.1/121112
dc.description.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. Keywords: MicroBooNE, Signal Processing, Deconvolution, ROI	en_US
dc.description.sponsorship	United States. Department of Energy. High Energy Physics Division	en_US
dc.description.sponsorship	National Science Foundation (U.S.)	en_US
dc.description.sponsorship	Swiss National Science Foundation	en_US
dc.description.sponsorship	Science and Technology Facilities Council (Great Britain)	en_US
dc.description.sponsorship	Royal Society (Great Britain)	en_US
dc.publisher	IOP Publishing	en_US
dc.relation.isversionof	http://dx.doi.org/10.1088/1748-0221/13/07/P07006	en_US
dc.rights	Creative Commons Attribution-Noncommercial-Share Alike	en_US
dc.rights.uri	http://creativecommons.org/licenses/by-nc-sa/4.0/	en_US
dc.source	arXiv	en_US
dc.title	Ionization electron signal processing in single phase LArTPCs. Part I. Algorithm Description and quantitative evaluation with MicroBooNE simulation	en_US
dc.type	Article	en_US
dc.identifier.citation	Adams, C., R. An, J. Anthony, J. Asaadi, M. Auger, L. Bagby, S. Balasubramanian, et al. “Ionization Electron Signal Processing in Single Phase LArTPCs. Part I. Algorithm Description and Quantitative Evaluation with MicroBooNE Simulation.” Journal of Instrumentation 13, no. 07 (July 6, 2018): P07006–P07006.	en_US
dc.contributor.department	Massachusetts Institute of Technology. Department of Physics	en_US
dc.contributor.department	Massachusetts Institute of Technology. Laboratory for Nuclear Science	en_US
dc.contributor.mitauthor	Collin, G. H.
dc.contributor.mitauthor	Conrad, Janet Marie
dc.contributor.mitauthor	Diaz, Alejandro
dc.contributor.mitauthor	Hen, Or
dc.contributor.mitauthor	Hourlier, Adrien C.
dc.contributor.mitauthor	Moon, Jarrett S.
dc.contributor.mitauthor	Papadopoulou, Afroditi
dc.contributor.mitauthor	Yates, Lauren Elizabeth
dc.relation.journal	Journal of Instrumentation	en_US
dc.eprint.version	Original manuscript	en_US
dc.type.uri	http://purl.org/eprint/type/JournalArticle	en_US
eprint.status	http://purl.org/eprint/status/NonPeerReviewed	en_US
dc.date.updated	2019-03-15T14:47:12Z
dspace.orderedauthors	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.	en_US
dspace.embargo.terms	N	en_US
dc.identifier.orcid	https://orcid.org/0000-0002-6393-0438
dc.identifier.orcid	https://orcid.org/0000-0002-4890-6544
dc.identifier.orcid	https://orcid.org/0000-0002-8346-8375
mit.license	OPEN_ACCESS_POLICY	en_US

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