Alignment of the CLAS12 central hybrid tracker with a Kalman Filter

Fuente: arXiv

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Autori principali:	Paul, S. J., Peck, A., Arratia, M., Gotra, Y., Ziegler, V., De Vita, R., Bossu, F., Defurne, M., Atac, H., Gayoso, C. Ayerbe, Baashen, L., Baltzell, N. A., Barion, L., Bashkanov, M., Battaglieri, M., Bedlinskiy, I., Benkel, B., Benmokhtar, F., Bianconi, A., Biondo, L., Biselli, A. S., Bondi, M., Boiarinov, S., Brinkmann, K. Th., Briscoe, W. J., Brooks, W. K., Bulumulla, D., Burkert, V. D., Capobianco, R., Carman, D. S., Carvajal, J. C., Chatagnon, P., Chesnokov, V., Chetry, T., Ciullo, G., Cole, P. L., Costantini, G., Angelo, A. D, Dashyan, N., Deur, A., Diehl, S., Djalali, C., Dupre, R., Alaoui, A. El, Fassi, L. El, Elouadrhiri, L., Filippi, A., Gates, K., Gavalian, G., Ghandilyan, Y., Gilfoyle, G. P., Golubenko, A. A., Gosta, G., Gothe, R. W., Griffioen, K., Guidal, M., Hakobyan, H., Hattawy, M., Hauenstein, F., Hayward, T. B., Heddle, D., Hobart, A., Holtrop, M., Ilieva, Y., Ireland, D. G., Isupov, E. L., Jo, H. S., Johnston, R., Joo, K., Keller, D., Khachatryan, M., Khanal, A., Kim, A., Kim, W., Klimenko, V., Kripko, A., Lanza, L., Leali, M., Lenisa, P., Li, X., MacGregor, I. J. D., Marchand, D., Marsicano, L., Mascagna, V., McKinnon, B., McLauchlin, C., Migliorati, S., Mineeva, T., Mirazita, M., Mokeev, V., Camacho, C. Munoz, Nadel-Turonski, P., Naidoo, P., Neupane, K., Nguyen, D., Niccolai, S., Nicol, M., Niculescu, G., Osipenko, M., Pandey, P., Paolone, M., Paremuzyan, R., Pilleux, N., Pogorelko, O., Pokhrel, M., Poudel, J., Price, J. W., Prok, Y., Reed, T., Ripani, M., Ritman, J., Sabatie, F., Schadmand, S., Schmidt, A., Shirokov, E. V., Shrestha, U., Simmerling, P., Spreafico, M., Sokhan, D., Sparveris, N., Strakovsky, I. I., Strauch, S., Tan, J. A., Tyson, R., Ungaro, M., Vallarino, S., Venturelli, L., Voskanyan, H., Voutier, E., Watts, D. P., Wei, X., Wishart, R., Wood, M. H., Zachariou, N.
Natura:	Preprint
Pubblicazione:	2022
Soggetti:	Instrumentation and Detectors High Energy Physics - Experiment Nuclear Experiment
Accesso online:	Acceder al recurso
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_version_	1866910396775923712
author	Paul, S. J. Peck, A. Arratia, M. Gotra, Y. Ziegler, V. De Vita, R. Bossu, F. Defurne, M. Atac, H. Gayoso, C. Ayerbe Baashen, L. Baltzell, N. A. Barion, L. Bashkanov, M. Battaglieri, M. Bedlinskiy, I. Benkel, B. Benmokhtar, F. Bianconi, A. Biondo, L. Biselli, A. S. Bondi, M. Boiarinov, S. Brinkmann, K. Th. Briscoe, W. J. Brooks, W. K. Bulumulla, D. Burkert, V. D. Capobianco, R. Carman, D. S. Carvajal, J. C. Chatagnon, P. Chesnokov, V. Chetry, T. Ciullo, G. Cole, P. L. Costantini, G. Angelo, A. D Dashyan, N. Deur, A. Diehl, S. Djalali, C. Dupre, R. Alaoui, A. El Fassi, L. El Elouadrhiri, L. Filippi, A. Gates, K. Gavalian, G. Ghandilyan, Y. Gilfoyle, G. P. Golubenko, A. A. Gosta, G. Gothe, R. W. Griffioen, K. Guidal, M. Hakobyan, H. Hattawy, M. Hauenstein, F. Hayward, T. B. Heddle, D. Hobart, A. Holtrop, M. Ilieva, Y. Ireland, D. G. Isupov, E. L. Jo, H. S. Johnston, R. Joo, K. Keller, D. Khachatryan, M. Khanal, A. Kim, A. Kim, W. Klimenko, V. Kripko, A. Lanza, L. Leali, M. Lenisa, P. Li, X. MacGregor, I. J. D. Marchand, D. Marsicano, L. Mascagna, V. McKinnon, B. McLauchlin, C. Migliorati, S. Mineeva, T. Mirazita, M. Mokeev, V. Camacho, C. Munoz Nadel-Turonski, P. Naidoo, P. Neupane, K. Nguyen, D. Niccolai, S. Nicol, M. Niculescu, G. Osipenko, M. Pandey, P. Paolone, M. Paremuzyan, R. Pilleux, N. Pogorelko, O. Pokhrel, M. Poudel, J. Price, J. W. Prok, Y. Reed, T. Ripani, M. Ritman, J. Sabatie, F. Schadmand, S. Schmidt, A. Shirokov, E. V. Shrestha, U. Simmerling, P. Spreafico, M. Sokhan, D. Sparveris, N. Strakovsky, I. I. Strauch, S. Tan, J. A. Tyson, R. Ungaro, M. Vallarino, S. Venturelli, L. Voskanyan, H. Voutier, E. Watts, D. P. Wei, X. Wishart, R. Wood, M. H. Zachariou, N.
author_facet	Paul, S. J. Peck, A. Arratia, M. Gotra, Y. Ziegler, V. De Vita, R. Bossu, F. Defurne, M. Atac, H. Gayoso, C. Ayerbe Baashen, L. Baltzell, N. A. Barion, L. Bashkanov, M. Battaglieri, M. Bedlinskiy, I. Benkel, B. Benmokhtar, F. Bianconi, A. Biondo, L. Biselli, A. S. Bondi, M. Boiarinov, S. Brinkmann, K. Th. Briscoe, W. J. Brooks, W. K. Bulumulla, D. Burkert, V. D. Capobianco, R. Carman, D. S. Carvajal, J. C. Chatagnon, P. Chesnokov, V. Chetry, T. Ciullo, G. Cole, P. L. Costantini, G. Angelo, A. D Dashyan, N. Deur, A. Diehl, S. Djalali, C. Dupre, R. Alaoui, A. El Fassi, L. El Elouadrhiri, L. Filippi, A. Gates, K. Gavalian, G. Ghandilyan, Y. Gilfoyle, G. P. Golubenko, A. A. Gosta, G. Gothe, R. W. Griffioen, K. Guidal, M. Hakobyan, H. Hattawy, M. Hauenstein, F. Hayward, T. B. Heddle, D. Hobart, A. Holtrop, M. Ilieva, Y. Ireland, D. G. Isupov, E. L. Jo, H. S. Johnston, R. Joo, K. Keller, D. Khachatryan, M. Khanal, A. Kim, A. Kim, W. Klimenko, V. Kripko, A. Lanza, L. Leali, M. Lenisa, P. Li, X. MacGregor, I. J. D. Marchand, D. Marsicano, L. Mascagna, V. McKinnon, B. McLauchlin, C. Migliorati, S. Mineeva, T. Mirazita, M. Mokeev, V. Camacho, C. Munoz Nadel-Turonski, P. Naidoo, P. Neupane, K. Nguyen, D. Niccolai, S. Nicol, M. Niculescu, G. Osipenko, M. Pandey, P. Paolone, M. Paremuzyan, R. Pilleux, N. Pogorelko, O. Pokhrel, M. Poudel, J. Price, J. W. Prok, Y. Reed, T. Ripani, M. Ritman, J. Sabatie, F. Schadmand, S. Schmidt, A. Shirokov, E. V. Shrestha, U. Simmerling, P. Spreafico, M. Sokhan, D. Sparveris, N. Strakovsky, I. I. Strauch, S. Tan, J. A. Tyson, R. Ungaro, M. Vallarino, S. Venturelli, L. Voskanyan, H. Voutier, E. Watts, D. P. Wei, X. Wishart, R. Wood, M. H. Zachariou, N.
contents	Several factors can contribute to the difficulty of aligning the sensors of tracking detectors, including a large number of modules, multiple types of detector technologies, and non-linear strip patterns on the sensors. All three of these factors apply to the CLAS12 CVT, which is a hybrid detector consisting of planar silicon sensors with non-parallel strips, and cylindrical micromegas sensors with longitudinal and arc-shaped strips located within a 5~T superconducting solenoid. To align this detector, we used the Kalman Alignment Algorithm, which accounts for correlations between the alignment parameters without requiring the time-consuming inversion of large matrices. This is the first time that this algorithm has been adapted for use with hybrid technologies, non-parallel strips, and curved sensors. We present the results for the first alignment of the CLAS12 CVT using straight tracks from cosmic rays and from a target with the magnetic field turned off. After running this procedure, we achieved alignment at the level of 10~$μ$m, and the widths of the residual spectra were greatly reduced. These results attest to the flexibility of this algorithm and its applicability to future use in the CLAS12 CVT and other hybrid or curved trackers, such as those proposed for the future Electron-Ion Collider.
format	Preprint
id	arxiv_https___arxiv_org_abs_2208_05054
institution	arXiv
publishDate	2022
record_format	arxiv
spellingShingle	Alignment of the CLAS12 central hybrid tracker with a Kalman Filter Paul, S. J. Peck, A. Arratia, M. Gotra, Y. Ziegler, V. De Vita, R. Bossu, F. Defurne, M. Atac, H. Gayoso, C. Ayerbe Baashen, L. Baltzell, N. A. Barion, L. Bashkanov, M. Battaglieri, M. Bedlinskiy, I. Benkel, B. Benmokhtar, F. Bianconi, A. Biondo, L. Biselli, A. S. Bondi, M. Boiarinov, S. Brinkmann, K. Th. Briscoe, W. J. Brooks, W. K. Bulumulla, D. Burkert, V. D. Capobianco, R. Carman, D. S. Carvajal, J. C. Chatagnon, P. Chesnokov, V. Chetry, T. Ciullo, G. Cole, P. L. Costantini, G. Angelo, A. D Dashyan, N. Deur, A. Diehl, S. Djalali, C. Dupre, R. Alaoui, A. El Fassi, L. El Elouadrhiri, L. Filippi, A. Gates, K. Gavalian, G. Ghandilyan, Y. Gilfoyle, G. P. Golubenko, A. A. Gosta, G. Gothe, R. W. Griffioen, K. Guidal, M. Hakobyan, H. Hattawy, M. Hauenstein, F. Hayward, T. B. Heddle, D. Hobart, A. Holtrop, M. Ilieva, Y. Ireland, D. G. Isupov, E. L. Jo, H. S. Johnston, R. Joo, K. Keller, D. Khachatryan, M. Khanal, A. Kim, A. Kim, W. Klimenko, V. Kripko, A. Lanza, L. Leali, M. Lenisa, P. Li, X. MacGregor, I. J. D. Marchand, D. Marsicano, L. Mascagna, V. McKinnon, B. McLauchlin, C. Migliorati, S. Mineeva, T. Mirazita, M. Mokeev, V. Camacho, C. Munoz Nadel-Turonski, P. Naidoo, P. Neupane, K. Nguyen, D. Niccolai, S. Nicol, M. Niculescu, G. Osipenko, M. Pandey, P. Paolone, M. Paremuzyan, R. Pilleux, N. Pogorelko, O. Pokhrel, M. Poudel, J. Price, J. W. Prok, Y. Reed, T. Ripani, M. Ritman, J. Sabatie, F. Schadmand, S. Schmidt, A. Shirokov, E. V. Shrestha, U. Simmerling, P. Spreafico, M. Sokhan, D. Sparveris, N. Strakovsky, I. I. Strauch, S. Tan, J. A. Tyson, R. Ungaro, M. Vallarino, S. Venturelli, L. Voskanyan, H. Voutier, E. Watts, D. P. Wei, X. Wishart, R. Wood, M. H. Zachariou, N. Instrumentation and Detectors High Energy Physics - Experiment Nuclear Experiment Several factors can contribute to the difficulty of aligning the sensors of tracking detectors, including a large number of modules, multiple types of detector technologies, and non-linear strip patterns on the sensors. All three of these factors apply to the CLAS12 CVT, which is a hybrid detector consisting of planar silicon sensors with non-parallel strips, and cylindrical micromegas sensors with longitudinal and arc-shaped strips located within a 5~T superconducting solenoid. To align this detector, we used the Kalman Alignment Algorithm, which accounts for correlations between the alignment parameters without requiring the time-consuming inversion of large matrices. This is the first time that this algorithm has been adapted for use with hybrid technologies, non-parallel strips, and curved sensors. We present the results for the first alignment of the CLAS12 CVT using straight tracks from cosmic rays and from a target with the magnetic field turned off. After running this procedure, we achieved alignment at the level of 10~$μ$m, and the widths of the residual spectra were greatly reduced. These results attest to the flexibility of this algorithm and its applicability to future use in the CLAS12 CVT and other hybrid or curved trackers, such as those proposed for the future Electron-Ion Collider.
title	Alignment of the CLAS12 central hybrid tracker with a Kalman Filter
topic	Instrumentation and Detectors High Energy Physics - Experiment Nuclear Experiment
url	https://arxiv.org/abs/2208.05054