Calibration of Transition-edge Sensor (TES) Bolometer Arrays with Application to CLASS
The current and future cosmic microwave background (CMB) experiments fielding kilo-pixel arrays of transition-edge sensor (TES) bolometers require accurate and robust gain calibration methods. We simplify and refactor the standard TES model to directly relate the detector responsivity calibration an...
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creator | Appel, John W Bennett, Charles L Brewer, Michael K Bustos, Ricardo Chan, Manwei Chuss, David T Cleary, Joseph Couto, Jullianna D Dahal, Sumit Datta, Rahul Denis, Kevin Eimer, Joseph Essinger-Hileman, Thomas Harrington, Kathleen Iuliano, Jeffrey Li, Yunyang Marriage, Tobias A Núñez, Carolina Osumi, Keisuke Padilla, Ivan L Petroff, Matthew A Karwan Rostem Valle, Deniz A N Watts, Duncan J Weiland, Janet L Wollack, Edward J Xu, Zhilei |
description | The current and future cosmic microwave background (CMB) experiments fielding kilo-pixel arrays of transition-edge sensor (TES) bolometers require accurate and robust gain calibration methods. We simplify and refactor the standard TES model to directly relate the detector responsivity calibration and optical time constant to the measured TES current \(I\) and the applied bias current \(I_{\mathrm{b}}\). The calibration method developed for the Cosmology Large Angular Scale Surveyor (CLASS) TES bolometer arrays relies on current versus voltage (\(I\)-\(V\)) measurements acquired daily prior to CMB observations. By binning Q-band (40GHz) \(I\)-\(V\) measurements by optical loading, we find that the gain calibration median standard error within a bin is 0.3%. We test the accuracy of this "\(I\)-\(V\) bin" detector calibration method by using the Moon as a photometric standard. The ratio of measured Moon amplitudes between detector pairs sharing the same feedhorn indicates a TES calibration error of 0.5%. We also find that for the CLASS Q-band TES array, calibrating the response of individual detectors based solely on the applied TES bias current accurately corrects TES gain variations across time but introduces a bias in the TES calibration from data counts to power units. Since the TES current bias value is set and recorded before every observation, this calibration method can always be applied to raw TES data and is not subject to \(I\)-\(V\) data quality or processing errors. |
doi_str_mv | 10.48550/arxiv.2205.06901 |
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We simplify and refactor the standard TES model to directly relate the detector responsivity calibration and optical time constant to the measured TES current \(I\) and the applied bias current \(I_{\mathrm{b}}\). The calibration method developed for the Cosmology Large Angular Scale Surveyor (CLASS) TES bolometer arrays relies on current versus voltage (\(I\)-\(V\)) measurements acquired daily prior to CMB observations. By binning Q-band (40GHz) \(I\)-\(V\) measurements by optical loading, we find that the gain calibration median standard error within a bin is 0.3%. We test the accuracy of this "\(I\)-\(V\) bin" detector calibration method by using the Moon as a photometric standard. The ratio of measured Moon amplitudes between detector pairs sharing the same feedhorn indicates a TES calibration error of 0.5%. We also find that for the CLASS Q-band TES array, calibrating the response of individual detectors based solely on the applied TES bias current accurately corrects TES gain variations across time but introduces a bias in the TES calibration from data counts to power units. Since the TES current bias value is set and recorded before every observation, this calibration method can always be applied to raw TES data and is not subject to \(I\)-\(V\) data quality or processing errors.</description><identifier>EISSN: 2331-8422</identifier><identifier>DOI: 10.48550/arxiv.2205.06901</identifier><language>eng</language><publisher>Ithaca: Cornell University Library, arXiv.org</publisher><subject>Arrays ; Bias ; Bolometers ; Calibration ; Cosmic microwave background ; Cosmology ; Moon ; Physics - Cosmology and Nongalactic Astrophysics ; Physics - Instrumentation and Methods for Astrophysics ; Sensor arrays ; Sensors ; Standard error ; Time constant</subject><ispartof>arXiv.org, 2022-10</ispartof><rights>2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>http://creativecommons.org/licenses/by/4.0</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>228,230,780,784,885,27925</link.rule.ids><backlink>$$Uhttps://doi.org/10.48550/arXiv.2205.06901$$DView paper in arXiv$$Hfree_for_read</backlink><backlink>$$Uhttps://doi.org/10.3847/1538-4365/ac8cf2$$DView published paper (Access to full text may be restricted)$$Hfree_for_read</backlink></links><search><creatorcontrib>Appel, John W</creatorcontrib><creatorcontrib>Bennett, Charles L</creatorcontrib><creatorcontrib>Brewer, Michael K</creatorcontrib><creatorcontrib>Bustos, Ricardo</creatorcontrib><creatorcontrib>Chan, Manwei</creatorcontrib><creatorcontrib>Chuss, David T</creatorcontrib><creatorcontrib>Cleary, Joseph</creatorcontrib><creatorcontrib>Couto, Jullianna D</creatorcontrib><creatorcontrib>Dahal, Sumit</creatorcontrib><creatorcontrib>Datta, Rahul</creatorcontrib><creatorcontrib>Denis, Kevin</creatorcontrib><creatorcontrib>Eimer, Joseph</creatorcontrib><creatorcontrib>Essinger-Hileman, Thomas</creatorcontrib><creatorcontrib>Harrington, Kathleen</creatorcontrib><creatorcontrib>Iuliano, Jeffrey</creatorcontrib><creatorcontrib>Li, Yunyang</creatorcontrib><creatorcontrib>Marriage, Tobias A</creatorcontrib><creatorcontrib>Núñez, Carolina</creatorcontrib><creatorcontrib>Osumi, Keisuke</creatorcontrib><creatorcontrib>Padilla, Ivan L</creatorcontrib><creatorcontrib>Petroff, Matthew A</creatorcontrib><creatorcontrib>Karwan Rostem</creatorcontrib><creatorcontrib>Valle, Deniz A N</creatorcontrib><creatorcontrib>Watts, Duncan J</creatorcontrib><creatorcontrib>Weiland, Janet L</creatorcontrib><creatorcontrib>Wollack, Edward J</creatorcontrib><creatorcontrib>Xu, Zhilei</creatorcontrib><title>Calibration of Transition-edge Sensor (TES) Bolometer Arrays with Application to CLASS</title><title>arXiv.org</title><description>The current and future cosmic microwave background (CMB) experiments fielding kilo-pixel arrays of transition-edge sensor (TES) bolometers require accurate and robust gain calibration methods. We simplify and refactor the standard TES model to directly relate the detector responsivity calibration and optical time constant to the measured TES current \(I\) and the applied bias current \(I_{\mathrm{b}}\). The calibration method developed for the Cosmology Large Angular Scale Surveyor (CLASS) TES bolometer arrays relies on current versus voltage (\(I\)-\(V\)) measurements acquired daily prior to CMB observations. By binning Q-band (40GHz) \(I\)-\(V\) measurements by optical loading, we find that the gain calibration median standard error within a bin is 0.3%. We test the accuracy of this "\(I\)-\(V\) bin" detector calibration method by using the Moon as a photometric standard. The ratio of measured Moon amplitudes between detector pairs sharing the same feedhorn indicates a TES calibration error of 0.5%. We also find that for the CLASS Q-band TES array, calibrating the response of individual detectors based solely on the applied TES bias current accurately corrects TES gain variations across time but introduces a bias in the TES calibration from data counts to power units. Since the TES current bias value is set and recorded before every observation, this calibration method can always be applied to raw TES data and is not subject to \(I\)-\(V\) data quality or processing errors.</description><subject>Arrays</subject><subject>Bias</subject><subject>Bolometers</subject><subject>Calibration</subject><subject>Cosmic microwave background</subject><subject>Cosmology</subject><subject>Moon</subject><subject>Physics - Cosmology and Nongalactic Astrophysics</subject><subject>Physics - Instrumentation and Methods for Astrophysics</subject><subject>Sensor arrays</subject><subject>Sensors</subject><subject>Standard error</subject><subject>Time constant</subject><issn>2331-8422</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GOX</sourceid><recordid>eNotj11LwzAYhYMgOOZ-gFcGvNGLzvRN3ja9rGVTYeBFh7clbRPN6JqadOr-vfvw6nDg8HAeQm5iNhcSkT0q_2u_5wAM5yzJWHxBJsB5HEkBcEVmIWwYY5CkgMgn5L1Qna29Gq3rqTN07VUf7LFFuv3QtNR9cJ7erxflA31yndvqUXuae6_2gf7Y8ZPmw9DZ5kwYHS1WeVlek0ujuqBn_zkl5XKxLl6i1dvza5GvIoUAUauFqeuWgwSBbcMMVyKDFLkypmkUa2quULYmZirBVHCZaSmE1HHDMKk5n5LbM_XkXA3ebpXfV0f36uR-WNydF4N3Xzsdxmrjdr4_XKogSZCniBnwP8TvW54</recordid><startdate>20221009</startdate><enddate>20221009</enddate><creator>Appel, John W</creator><creator>Bennett, Charles L</creator><creator>Brewer, Michael K</creator><creator>Bustos, Ricardo</creator><creator>Chan, Manwei</creator><creator>Chuss, David T</creator><creator>Cleary, Joseph</creator><creator>Couto, Jullianna D</creator><creator>Dahal, Sumit</creator><creator>Datta, Rahul</creator><creator>Denis, Kevin</creator><creator>Eimer, Joseph</creator><creator>Essinger-Hileman, Thomas</creator><creator>Harrington, Kathleen</creator><creator>Iuliano, Jeffrey</creator><creator>Li, Yunyang</creator><creator>Marriage, Tobias A</creator><creator>Núñez, Carolina</creator><creator>Osumi, Keisuke</creator><creator>Padilla, Ivan L</creator><creator>Petroff, Matthew A</creator><creator>Karwan Rostem</creator><creator>Valle, Deniz A N</creator><creator>Watts, Duncan J</creator><creator>Weiland, Janet L</creator><creator>Wollack, Edward J</creator><creator>Xu, Zhilei</creator><general>Cornell University Library, arXiv.org</general><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>HCIFZ</scope><scope>L6V</scope><scope>M7S</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>GOX</scope></search><sort><creationdate>20221009</creationdate><title>Calibration of Transition-edge Sensor (TES) Bolometer Arrays with Application to CLASS</title><author>Appel, John W ; Bennett, Charles L ; Brewer, Michael K ; Bustos, Ricardo ; Chan, Manwei ; Chuss, David T ; Cleary, Joseph ; Couto, Jullianna D ; Dahal, Sumit ; Datta, Rahul ; Denis, Kevin ; Eimer, Joseph ; Essinger-Hileman, Thomas ; Harrington, Kathleen ; Iuliano, Jeffrey ; Li, Yunyang ; Marriage, Tobias A ; Núñez, Carolina ; Osumi, Keisuke ; Padilla, Ivan L ; Petroff, Matthew A ; Karwan Rostem ; Valle, Deniz A N ; Watts, Duncan J ; Weiland, Janet L ; Wollack, Edward J ; Xu, Zhilei</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a522-de4fbbd328245dc0f3a492753affcca0cb3a58df10a6574389e8448e1c056b33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Arrays</topic><topic>Bias</topic><topic>Bolometers</topic><topic>Calibration</topic><topic>Cosmic microwave background</topic><topic>Cosmology</topic><topic>Moon</topic><topic>Physics - Cosmology and Nongalactic Astrophysics</topic><topic>Physics - Instrumentation and Methods for Astrophysics</topic><topic>Sensor arrays</topic><topic>Sensors</topic><topic>Standard error</topic><topic>Time constant</topic><toplevel>online_resources</toplevel><creatorcontrib>Appel, John W</creatorcontrib><creatorcontrib>Bennett, Charles L</creatorcontrib><creatorcontrib>Brewer, Michael K</creatorcontrib><creatorcontrib>Bustos, Ricardo</creatorcontrib><creatorcontrib>Chan, Manwei</creatorcontrib><creatorcontrib>Chuss, David T</creatorcontrib><creatorcontrib>Cleary, Joseph</creatorcontrib><creatorcontrib>Couto, Jullianna D</creatorcontrib><creatorcontrib>Dahal, Sumit</creatorcontrib><creatorcontrib>Datta, Rahul</creatorcontrib><creatorcontrib>Denis, Kevin</creatorcontrib><creatorcontrib>Eimer, Joseph</creatorcontrib><creatorcontrib>Essinger-Hileman, Thomas</creatorcontrib><creatorcontrib>Harrington, Kathleen</creatorcontrib><creatorcontrib>Iuliano, Jeffrey</creatorcontrib><creatorcontrib>Li, Yunyang</creatorcontrib><creatorcontrib>Marriage, Tobias A</creatorcontrib><creatorcontrib>Núñez, Carolina</creatorcontrib><creatorcontrib>Osumi, Keisuke</creatorcontrib><creatorcontrib>Padilla, Ivan L</creatorcontrib><creatorcontrib>Petroff, Matthew A</creatorcontrib><creatorcontrib>Karwan Rostem</creatorcontrib><creatorcontrib>Valle, Deniz A N</creatorcontrib><creatorcontrib>Watts, Duncan J</creatorcontrib><creatorcontrib>Weiland, Janet L</creatorcontrib><creatorcontrib>Wollack, Edward J</creatorcontrib><creatorcontrib>Xu, Zhilei</creatorcontrib><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Engineering Collection</collection><collection>Engineering Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering Collection</collection><collection>arXiv.org</collection><jtitle>arXiv.org</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Appel, John W</au><au>Bennett, Charles L</au><au>Brewer, Michael K</au><au>Bustos, Ricardo</au><au>Chan, Manwei</au><au>Chuss, David T</au><au>Cleary, Joseph</au><au>Couto, Jullianna D</au><au>Dahal, Sumit</au><au>Datta, Rahul</au><au>Denis, Kevin</au><au>Eimer, Joseph</au><au>Essinger-Hileman, Thomas</au><au>Harrington, Kathleen</au><au>Iuliano, Jeffrey</au><au>Li, Yunyang</au><au>Marriage, Tobias A</au><au>Núñez, Carolina</au><au>Osumi, Keisuke</au><au>Padilla, Ivan L</au><au>Petroff, Matthew A</au><au>Karwan Rostem</au><au>Valle, Deniz A N</au><au>Watts, Duncan J</au><au>Weiland, Janet L</au><au>Wollack, Edward J</au><au>Xu, Zhilei</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Calibration of Transition-edge Sensor (TES) Bolometer Arrays with Application to CLASS</atitle><jtitle>arXiv.org</jtitle><date>2022-10-09</date><risdate>2022</risdate><eissn>2331-8422</eissn><abstract>The current and future cosmic microwave background (CMB) experiments fielding kilo-pixel arrays of transition-edge sensor (TES) bolometers require accurate and robust gain calibration methods. We simplify and refactor the standard TES model to directly relate the detector responsivity calibration and optical time constant to the measured TES current \(I\) and the applied bias current \(I_{\mathrm{b}}\). The calibration method developed for the Cosmology Large Angular Scale Surveyor (CLASS) TES bolometer arrays relies on current versus voltage (\(I\)-\(V\)) measurements acquired daily prior to CMB observations. By binning Q-band (40GHz) \(I\)-\(V\) measurements by optical loading, we find that the gain calibration median standard error within a bin is 0.3%. We test the accuracy of this "\(I\)-\(V\) bin" detector calibration method by using the Moon as a photometric standard. The ratio of measured Moon amplitudes between detector pairs sharing the same feedhorn indicates a TES calibration error of 0.5%. We also find that for the CLASS Q-band TES array, calibrating the response of individual detectors based solely on the applied TES bias current accurately corrects TES gain variations across time but introduces a bias in the TES calibration from data counts to power units. Since the TES current bias value is set and recorded before every observation, this calibration method can always be applied to raw TES data and is not subject to \(I\)-\(V\) data quality or processing errors.</abstract><cop>Ithaca</cop><pub>Cornell University Library, arXiv.org</pub><doi>10.48550/arxiv.2205.06901</doi><oa>free_for_read</oa></addata></record> |
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subjects | Arrays Bias Bolometers Calibration Cosmic microwave background Cosmology Moon Physics - Cosmology and Nongalactic Astrophysics Physics - Instrumentation and Methods for Astrophysics Sensor arrays Sensors Standard error Time constant |
title | Calibration of Transition-edge Sensor (TES) Bolometer Arrays with Application to CLASS |
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