Performance and characterization of the SPT-3G digital frequency-domain multiplexed readout system using an improved noise and crosstalk model

International audience The third-generation South Pole Telescope camera (SPT-3G) improves upon its predecessor (SPTpol) by an order of magnitude increase in detectors on the focal plane. The technology used to read out and control these detectors, digital frequency-domain multiplexing (DfMUX), is co...

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Published in:Journal of Astronomical Telescopes, Instruments, and Systems
Main Authors: Montgomery, J., Ade, P.A.R., Ahmed, Z., Anderes, E., Anderson, A.J., Archipley, M., Avva, J.S., Aylor, K., Balkenhol, L., Barry, P.S., Basu Thakur, R., Benabed, K., Bender, A.N., Benson, B.A., Bianchini, F., Bleem, L.E., Bouchet, F.R., Bryant, L., Byrum, K., Carlstrom, J.E., Carter, F.W., Cecil, T.W., Chang, C.L., Chaubal, P., Chen, G., Cho, H.-M, Chou, T.-L, Cliche, J.-F, Crawford, T.M., Cukierman, A., Daley, C., de Haan, T., Denison, E.V., Dibert, K., Ding, J., Dobbs, M.A., Dutcher, D., Elleflot, T., Everett, W., Feng, C., Ferguson, K.R., Foster Bb, A., Fu, J., Galli, S., Gambrel, A.E., Gardner, R.W., Goeckner-Wald, N., Groh, J.C., Gualtieri, R., Guns, S., Gupta, N., Guyser, R., Halverson, N.W., Harke-Hosemann, A.H., Harrington, N.L., Henning, J.W., Hilton, G.C., Hivon, E., Holzapfel, W.L., Hood, J.C., Howe, D., Huang, N., Irwin, K.D., Jeong, O.B., Jonas, M., Jones, A., Khaire, T.S., Knox, L., Kofman Dd, A.M., Korman Bb, M., Kubik, D.L., Kuhlmann, S., Kuo, C.-L, Lee, A.T., Leitch, E.M., Lowitz, A.E., Lu, C., Meyer, S.S., Michalik, D., Millea, M., Nadolski, A., Natoli, T., Nguyen, H., Noble, G.I., Novosad, V., Omori, Y., Padin, S., Pan, Z., Paschos, P., Pearson, J., Posada, C.M., Prabhu, K., Quan, W., Rahlin, A., Reichardt, C.L., Riebel, D., Riedel, B., Rouble, M., Ruhl Bb, J.E., Sayre, J.T., Schiappucci, E., Shirokoff, E., Smecher Ee, G., Sobrin, J.A., Stark Ff, A.A., Stephen, J., Story, K.T., Suzuki, A., Thompson, K.L., Thorne, B., Tucker, C., Umilta, C., Vale, L.R., Vanderlinde, K., Vieira, J.D., Wang, Gang, Whitehorn, N., Wu, W.L.K., Yefremenko, V., Yoon, K.W., Young, M.R.
Other Authors: Institut d'Astrophysique de Paris (IAP), Institut national des sciences de l'Univers (INSU - CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), SPT-3G
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2022
Subjects:
Online Access:https://hal.science/hal-03197499
https://doi.org/10.1117/1.JATIS.8.1.014001
id ftsorbonneuniv:oai:HAL:hal-03197499v1
record_format openpolar
institution Open Polar
collection HAL Sorbonne Université
op_collection_id ftsorbonneuniv
language English
topic Sensors
Multiplexing
Cryogenics
Interference (communication)
Physics
Resistance
Nulling interferometry
Performance modeling
Receivers
Systems modeling
[PHYS.PHYS.PHYS-INS-DET]Physics [physics]/Physics [physics]/Instrumentation and Detectors [physics.ins-det]
[PHYS.ASTR]Physics [physics]/Astrophysics [astro-ph]
spellingShingle Sensors
Multiplexing
Cryogenics
Interference (communication)
Physics
Resistance
Nulling interferometry
Performance modeling
Receivers
Systems modeling
[PHYS.PHYS.PHYS-INS-DET]Physics [physics]/Physics [physics]/Instrumentation and Detectors [physics.ins-det]
[PHYS.ASTR]Physics [physics]/Astrophysics [astro-ph]
Montgomery, J.
Ade, P.A.R.
Ahmed, Z.
Anderes, E.
Anderson, A.J.
Archipley, M.
Avva, J.S.
Aylor, K.
Balkenhol, L.
Barry, P.S.
Basu Thakur, R.
Benabed, K.
Bender, A.N.
Benson, B.A.
Bianchini, F.
Bleem, L.E.
Bouchet, F.R.
Bryant, L.
Byrum, K.
Carlstrom, J.E.
Carter, F.W.
Cecil, T.W.
Chang, C.L.
Chaubal, P.
Chen, G.
Cho, H.-M
Chou, T.-L
Cliche, J.-F
Crawford, T.M.
Cukierman, A.
Daley, C.
de Haan, T.
Denison, E.V.
Dibert, K.
Ding, J.
Dobbs, M.A.
Dutcher, D.
Elleflot, T.
Everett, W.
Feng, C.
Ferguson, K.R.
Foster Bb, A.
Fu, J.
Galli, S.
Gambrel, A.E.
Gardner, R.W.
Goeckner-Wald, N.
Groh, J.C.
Gualtieri, R.
Guns, S.
Gupta, N.
Guyser, R.
Halverson, N.W.
Harke-Hosemann, A.H.
Harrington, N.L.
Henning, J.W.
Hilton, G.C.
Hivon, E.
Holzapfel, W.L.
Hood, J.C.
Howe, D.
Huang, N.
Irwin, K.D.
Jeong, O.B.
Jonas, M.
Jones, A.
Khaire, T.S.
Knox, L.
Kofman Dd, A.M.
Korman Bb, M.
Kubik, D.L.
Kuhlmann, S.
Kuo, C.-L
Lee, A.T.
Leitch, E.M.
Lowitz, A.E.
Lu, C.
Meyer, S.S.
Michalik, D.
Millea, M.
Nadolski, A.
Natoli, T.
Nguyen, H.
Noble, G.I.
Novosad, V.
Omori, Y.
Padin, S.
Pan, Z.
Paschos, P.
Pearson, J.
Posada, C.M.
Prabhu, K.
Quan, W.
Rahlin, A.
Reichardt, C.L.
Riebel, D.
Riedel, B.
Rouble, M.
Ruhl Bb, J.E.
Sayre, J.T.
Schiappucci, E.
Shirokoff, E.
Smecher Ee, G.
Sobrin, J.A.
Stark Ff, A.A.
Stephen, J.
Story, K.T.
Suzuki, A.
Thompson, K.L.
Thorne, B.
Tucker, C.
Umilta, C.
Vale, L.R.
Vanderlinde, K.
Vieira, J.D.
Wang, Gang
Whitehorn, N.
Wu, W.L.K.
Yefremenko, V.
Yoon, K.W.
Young, M.R.
Performance and characterization of the SPT-3G digital frequency-domain multiplexed readout system using an improved noise and crosstalk model
topic_facet Sensors
Multiplexing
Cryogenics
Interference (communication)
Physics
Resistance
Nulling interferometry
Performance modeling
Receivers
Systems modeling
[PHYS.PHYS.PHYS-INS-DET]Physics [physics]/Physics [physics]/Instrumentation and Detectors [physics.ins-det]
[PHYS.ASTR]Physics [physics]/Astrophysics [astro-ph]
description International audience The third-generation South Pole Telescope camera (SPT-3G) improves upon its predecessor (SPTpol) by an order of magnitude increase in detectors on the focal plane. The technology used to read out and control these detectors, digital frequency-domain multiplexing (DfMUX), is conceptually the same as used for SPTpol, but extended to accommodate more detectors. A nearly 5× expansion in the readout operating bandwidth has enabled the use of this large focal plane, and SPT-3G performance meets the forecasting targets relevant to its science objectives. However, the electrical dynamics of the higher-bandwidth readout differ from predictions based on models of the SPTpol system due to the higher frequencies used and parasitic impedances associated with new cryogenic electronic architecture. To address this, we present an updated derivation for electrical crosstalk in higher-bandwidth DfMUX systems and identify two previously uncharacterized contributions to readout noise, which become dominant at high bias frequency. The updated crosstalk and noise models successfully describe the measured crosstalk and readout noise performance of SPT-3G. These results also suggest specific changes to warm electronics component values, wire-harness properties, and SQUID parameters, to improve the readout system for future experiments using DfMUX, such as the LiteBIRD space telescope.
author2 Institut d'Astrophysique de Paris (IAP)
Institut national des sciences de l'Univers (INSU - CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)
SPT-3G
format Article in Journal/Newspaper
author Montgomery, J.
Ade, P.A.R.
Ahmed, Z.
Anderes, E.
Anderson, A.J.
Archipley, M.
Avva, J.S.
Aylor, K.
Balkenhol, L.
Barry, P.S.
Basu Thakur, R.
Benabed, K.
Bender, A.N.
Benson, B.A.
Bianchini, F.
Bleem, L.E.
Bouchet, F.R.
Bryant, L.
Byrum, K.
Carlstrom, J.E.
Carter, F.W.
Cecil, T.W.
Chang, C.L.
Chaubal, P.
Chen, G.
Cho, H.-M
Chou, T.-L
Cliche, J.-F
Crawford, T.M.
Cukierman, A.
Daley, C.
de Haan, T.
Denison, E.V.
Dibert, K.
Ding, J.
Dobbs, M.A.
Dutcher, D.
Elleflot, T.
Everett, W.
Feng, C.
Ferguson, K.R.
Foster Bb, A.
Fu, J.
Galli, S.
Gambrel, A.E.
Gardner, R.W.
Goeckner-Wald, N.
Groh, J.C.
Gualtieri, R.
Guns, S.
Gupta, N.
Guyser, R.
Halverson, N.W.
Harke-Hosemann, A.H.
Harrington, N.L.
Henning, J.W.
Hilton, G.C.
Hivon, E.
Holzapfel, W.L.
Hood, J.C.
Howe, D.
Huang, N.
Irwin, K.D.
Jeong, O.B.
Jonas, M.
Jones, A.
Khaire, T.S.
Knox, L.
Kofman Dd, A.M.
Korman Bb, M.
Kubik, D.L.
Kuhlmann, S.
Kuo, C.-L
Lee, A.T.
Leitch, E.M.
Lowitz, A.E.
Lu, C.
Meyer, S.S.
Michalik, D.
Millea, M.
Nadolski, A.
Natoli, T.
Nguyen, H.
Noble, G.I.
Novosad, V.
Omori, Y.
Padin, S.
Pan, Z.
Paschos, P.
Pearson, J.
Posada, C.M.
Prabhu, K.
Quan, W.
Rahlin, A.
Reichardt, C.L.
Riebel, D.
Riedel, B.
Rouble, M.
Ruhl Bb, J.E.
Sayre, J.T.
Schiappucci, E.
Shirokoff, E.
Smecher Ee, G.
Sobrin, J.A.
Stark Ff, A.A.
Stephen, J.
Story, K.T.
Suzuki, A.
Thompson, K.L.
Thorne, B.
Tucker, C.
Umilta, C.
Vale, L.R.
Vanderlinde, K.
Vieira, J.D.
Wang, Gang
Whitehorn, N.
Wu, W.L.K.
Yefremenko, V.
Yoon, K.W.
Young, M.R.
author_facet Montgomery, J.
Ade, P.A.R.
Ahmed, Z.
Anderes, E.
Anderson, A.J.
Archipley, M.
Avva, J.S.
Aylor, K.
Balkenhol, L.
Barry, P.S.
Basu Thakur, R.
Benabed, K.
Bender, A.N.
Benson, B.A.
Bianchini, F.
Bleem, L.E.
Bouchet, F.R.
Bryant, L.
Byrum, K.
Carlstrom, J.E.
Carter, F.W.
Cecil, T.W.
Chang, C.L.
Chaubal, P.
Chen, G.
Cho, H.-M
Chou, T.-L
Cliche, J.-F
Crawford, T.M.
Cukierman, A.
Daley, C.
de Haan, T.
Denison, E.V.
Dibert, K.
Ding, J.
Dobbs, M.A.
Dutcher, D.
Elleflot, T.
Everett, W.
Feng, C.
Ferguson, K.R.
Foster Bb, A.
Fu, J.
Galli, S.
Gambrel, A.E.
Gardner, R.W.
Goeckner-Wald, N.
Groh, J.C.
Gualtieri, R.
Guns, S.
Gupta, N.
Guyser, R.
Halverson, N.W.
Harke-Hosemann, A.H.
Harrington, N.L.
Henning, J.W.
Hilton, G.C.
Hivon, E.
Holzapfel, W.L.
Hood, J.C.
Howe, D.
Huang, N.
Irwin, K.D.
Jeong, O.B.
Jonas, M.
Jones, A.
Khaire, T.S.
Knox, L.
Kofman Dd, A.M.
Korman Bb, M.
Kubik, D.L.
Kuhlmann, S.
Kuo, C.-L
Lee, A.T.
Leitch, E.M.
Lowitz, A.E.
Lu, C.
Meyer, S.S.
Michalik, D.
Millea, M.
Nadolski, A.
Natoli, T.
Nguyen, H.
Noble, G.I.
Novosad, V.
Omori, Y.
Padin, S.
Pan, Z.
Paschos, P.
Pearson, J.
Posada, C.M.
Prabhu, K.
Quan, W.
Rahlin, A.
Reichardt, C.L.
Riebel, D.
Riedel, B.
Rouble, M.
Ruhl Bb, J.E.
Sayre, J.T.
Schiappucci, E.
Shirokoff, E.
Smecher Ee, G.
Sobrin, J.A.
Stark Ff, A.A.
Stephen, J.
Story, K.T.
Suzuki, A.
Thompson, K.L.
Thorne, B.
Tucker, C.
Umilta, C.
Vale, L.R.
Vanderlinde, K.
Vieira, J.D.
Wang, Gang
Whitehorn, N.
Wu, W.L.K.
Yefremenko, V.
Yoon, K.W.
Young, M.R.
author_sort Montgomery, J.
title Performance and characterization of the SPT-3G digital frequency-domain multiplexed readout system using an improved noise and crosstalk model
title_short Performance and characterization of the SPT-3G digital frequency-domain multiplexed readout system using an improved noise and crosstalk model
title_full Performance and characterization of the SPT-3G digital frequency-domain multiplexed readout system using an improved noise and crosstalk model
title_fullStr Performance and characterization of the SPT-3G digital frequency-domain multiplexed readout system using an improved noise and crosstalk model
title_full_unstemmed Performance and characterization of the SPT-3G digital frequency-domain multiplexed readout system using an improved noise and crosstalk model
title_sort performance and characterization of the spt-3g digital frequency-domain multiplexed readout system using an improved noise and crosstalk model
publisher HAL CCSD
publishDate 2022
url https://hal.science/hal-03197499
https://doi.org/10.1117/1.JATIS.8.1.014001
genre South pole
genre_facet South pole
op_source J.Astron.Telesc.Instrum.Syst.
https://hal.science/hal-03197499
J.Astron.Telesc.Instrum.Syst., 2022, 8 (1), pp.014001. ⟨10.1117/1.JATIS.8.1.014001⟩
op_relation info:eu-repo/semantics/altIdentifier/arxiv/2103.16017
info:eu-repo/semantics/altIdentifier/doi/10.1117/1.JATIS.8.1.014001
hal-03197499
https://hal.science/hal-03197499
ARXIV: 2103.16017
doi:10.1117/1.JATIS.8.1.014001
INSPIRE: 1854818
op_doi https://doi.org/10.1117/1.JATIS.8.1.014001
container_title Journal of Astronomical Telescopes, Instruments, and Systems
container_volume 8
container_issue 01
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spelling ftsorbonneuniv:oai:HAL:hal-03197499v1 2024-09-15T18:36:48+00:00 Performance and characterization of the SPT-3G digital frequency-domain multiplexed readout system using an improved noise and crosstalk model Montgomery, J. Ade, P.A.R. Ahmed, Z. Anderes, E. Anderson, A.J. Archipley, M. Avva, J.S. Aylor, K. Balkenhol, L. Barry, P.S. Basu Thakur, R. Benabed, K. Bender, A.N. Benson, B.A. Bianchini, F. Bleem, L.E. Bouchet, F.R. Bryant, L. Byrum, K. Carlstrom, J.E. Carter, F.W. Cecil, T.W. Chang, C.L. Chaubal, P. Chen, G. Cho, H.-M Chou, T.-L Cliche, J.-F Crawford, T.M. Cukierman, A. Daley, C. de Haan, T. Denison, E.V. Dibert, K. Ding, J. Dobbs, M.A. Dutcher, D. Elleflot, T. Everett, W. Feng, C. Ferguson, K.R. Foster Bb, A. Fu, J. Galli, S. Gambrel, A.E. Gardner, R.W. Goeckner-Wald, N. Groh, J.C. Gualtieri, R. Guns, S. Gupta, N. Guyser, R. Halverson, N.W. Harke-Hosemann, A.H. Harrington, N.L. Henning, J.W. Hilton, G.C. Hivon, E. Holzapfel, W.L. Hood, J.C. Howe, D. Huang, N. Irwin, K.D. Jeong, O.B. Jonas, M. Jones, A. Khaire, T.S. Knox, L. Kofman Dd, A.M. Korman Bb, M. Kubik, D.L. Kuhlmann, S. Kuo, C.-L Lee, A.T. Leitch, E.M. Lowitz, A.E. Lu, C. Meyer, S.S. Michalik, D. Millea, M. Nadolski, A. Natoli, T. Nguyen, H. Noble, G.I. Novosad, V. Omori, Y. Padin, S. Pan, Z. Paschos, P. Pearson, J. Posada, C.M. Prabhu, K. Quan, W. Rahlin, A. Reichardt, C.L. Riebel, D. Riedel, B. Rouble, M. Ruhl Bb, J.E. Sayre, J.T. Schiappucci, E. Shirokoff, E. Smecher Ee, G. Sobrin, J.A. Stark Ff, A.A. Stephen, J. Story, K.T. Suzuki, A. Thompson, K.L. Thorne, B. Tucker, C. Umilta, C. Vale, L.R. Vanderlinde, K. Vieira, J.D. Wang, Gang Whitehorn, N. Wu, W.L.K. Yefremenko, V. Yoon, K.W. Young, M.R. Institut d'Astrophysique de Paris (IAP) Institut national des sciences de l'Univers (INSU - CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS) SPT-3G 2022 https://hal.science/hal-03197499 https://doi.org/10.1117/1.JATIS.8.1.014001 en eng HAL CCSD info:eu-repo/semantics/altIdentifier/arxiv/2103.16017 info:eu-repo/semantics/altIdentifier/doi/10.1117/1.JATIS.8.1.014001 hal-03197499 https://hal.science/hal-03197499 ARXIV: 2103.16017 doi:10.1117/1.JATIS.8.1.014001 INSPIRE: 1854818 J.Astron.Telesc.Instrum.Syst. https://hal.science/hal-03197499 J.Astron.Telesc.Instrum.Syst., 2022, 8 (1), pp.014001. ⟨10.1117/1.JATIS.8.1.014001⟩ Sensors Multiplexing Cryogenics Interference (communication) Physics Resistance Nulling interferometry Performance modeling Receivers Systems modeling [PHYS.PHYS.PHYS-INS-DET]Physics [physics]/Physics [physics]/Instrumentation and Detectors [physics.ins-det] [PHYS.ASTR]Physics [physics]/Astrophysics [astro-ph] info:eu-repo/semantics/article Journal articles 2022 ftsorbonneuniv https://doi.org/10.1117/1.JATIS.8.1.014001 2024-07-25T23:47:55Z International audience The third-generation South Pole Telescope camera (SPT-3G) improves upon its predecessor (SPTpol) by an order of magnitude increase in detectors on the focal plane. The technology used to read out and control these detectors, digital frequency-domain multiplexing (DfMUX), is conceptually the same as used for SPTpol, but extended to accommodate more detectors. A nearly 5× expansion in the readout operating bandwidth has enabled the use of this large focal plane, and SPT-3G performance meets the forecasting targets relevant to its science objectives. However, the electrical dynamics of the higher-bandwidth readout differ from predictions based on models of the SPTpol system due to the higher frequencies used and parasitic impedances associated with new cryogenic electronic architecture. To address this, we present an updated derivation for electrical crosstalk in higher-bandwidth DfMUX systems and identify two previously uncharacterized contributions to readout noise, which become dominant at high bias frequency. The updated crosstalk and noise models successfully describe the measured crosstalk and readout noise performance of SPT-3G. These results also suggest specific changes to warm electronics component values, wire-harness properties, and SQUID parameters, to improve the readout system for future experiments using DfMUX, such as the LiteBIRD space telescope. Article in Journal/Newspaper South pole HAL Sorbonne Université Journal of Astronomical Telescopes, Instruments, and Systems 8 01