A Simulation-based Method for Correcting Mode Coupling in CMB Angular Power Spectra

Modern cosmic microwave background (CMB) analysis pipelines regularly employ complex time-domain filters, beam models, masking, and other techniques during the production of sky maps and their corresponding angular power spectra. However, these processes can generate couplings between multipoles fro...

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Published in:The Astrophysical Journal
Main Authors: Leung, J. S.-Y., Hartley, J., Nagy, J. M., Netterfield, C. B., Shariff, J. A., Ade, P. A. R., Amiri, M., Benton, S. J., Bergman, A. S., Bihary, R., Bock, J. J., Bond, J. R., Bonetti, J. A., Bryan, S. A., Chiang, H. C., Contaldi, C. R., Dorè, O., Duivenvoorden, A. J., Eriksen, H. K., Farhang, M., Filippini, J. P., Fraisse, A. A., Freese, K., Galloway, M., Gambrel, A. E., Gandilo, N. N., Ganga, K., Gualtieri, R., Gudmundsson, J. E., Halpern, M., Hasselfield, M., Hilton, G., Holmes, W., Hristov, V. V., Huang, Z., Irwin, K. D., Jones, W. C., Karakci, A., Kuo, C. L., Kermish, Z. D., Li, S., Mak, D. S. Y., Mason, P. V., Megerian, K., Moncelsi, L., Morford, T. A., Nolta, M., O'Brient, R., Osherson, B., Padilla, I. L., Racine, B., Rahlin, A. S., Reintsema, C., Ruhl, J. E., Runyan, M. C., Ruud, T. M., Shaw, E. C., Shiu, C., Soler, J. D., Song, X., Trangsrud, A., Tucker, C., Tucker, R. S., Turner, A. D., van der List, J. F., Weber, A. C., Wehus, I. K., Wen, S., Wiebe, D. V., Young, E. Y.
Format: Article in Journal/Newspaper
Language:unknown
Published: American Astronomical Society 2022
Subjects:
Online Access:https://doi.org/10.3847/1538-4357/ac562f
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spelling ftcaltechauth:oai:authors.library.caltech.edu:8gfk2-me258 2024-09-15T17:44:15+00:00 A Simulation-based Method for Correcting Mode Coupling in CMB Angular Power Spectra Leung, J. S.-Y. Hartley, J. Nagy, J. M. Netterfield, C. B. Shariff, J. A. Ade, P. A. R. Amiri, M. Benton, S. J. Bergman, A. S. Bihary, R. Bock, J. J. Bond, J. R. Bonetti, J. A. Bryan, S. A. Chiang, H. C. Contaldi, C. R. Dorè, O. Duivenvoorden, A. J. Eriksen, H. K. Farhang, M. Filippini, J. P. Fraisse, A. A. Freese, K. Galloway, M. Gambrel, A. E. Gandilo, N. N. Ganga, K. Gualtieri, R. Gudmundsson, J. E. Halpern, M. Hasselfield, M. Hilton, G. Holmes, W. Hristov, V. V. Huang, Z. Irwin, K. D. Jones, W. C. Karakci, A. Kuo, C. L. Kermish, Z. D. Li, S. Mak, D. S. Y. Mason, P. V. Megerian, K. Moncelsi, L. Morford, T. A. Nolta, M. O'Brient, R. Osherson, B. Padilla, I. L. Racine, B. Rahlin, A. S. Reintsema, C. Ruhl, J. E. Runyan, M. C. Ruud, T. M. Shaw, E. C. Shiu, C. Soler, J. D. Song, X. Trangsrud, A. Tucker, C. Tucker, R. S. Turner, A. D. van der List, J. F. Weber, A. C. Wehus, I. K. Wen, S. Wiebe, D. V. Young, E. Y. 2022-04-01 https://doi.org/10.3847/1538-4357/ac562f unknown American Astronomical Society https://arxiv.org/abs/2111.01113 https://doi.org/10.3847/1538-4357/ac562f oai:authors.library.caltech.edu:8gfk2-me258 eprintid:114500 resolverid:CaltechAUTHORS:20220427-719784600 info:eu-repo/semantics/openAccess Other Astrophysical Journal, 928(2), Art. No. 109, (2022-04-01) Cosmic microwave background radiation Observational cosmology Astronomy data analysis Space and Planetary Science Astronomy and Astrophysics info:eu-repo/semantics/article 2022 ftcaltechauth https://doi.org/10.3847/1538-4357/ac562f 2024-08-06T15:35:01Z Modern cosmic microwave background (CMB) analysis pipelines regularly employ complex time-domain filters, beam models, masking, and other techniques during the production of sky maps and their corresponding angular power spectra. However, these processes can generate couplings between multipoles from the same spectrum and from different spectra, in addition to the typical power attenuation. Within the context of pseudo-C_ℓ based, MASTER-style analyses, the net effect of the time-domain filtering is commonly approximated by a multiplicative transfer function, F_ℓ, that can fail to capture mode mixing and is dependent on the spectrum of the signal. To address these shortcomings, we have developed a simulation-based spectral correction approach that constructs a two-dimensional transfer matrix, J_u, which contains information about mode mixing in addition to mode attenuation. We demonstrate the application of this approach on data from the first flight of the SPIDER balloon-borne CMB experiment. © 2022. The Author(s). Published by the American Astronomical Society. Original content from this work may be used under the terms of the Creative Commons Attribution 4.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI. Received 2021 November 2; revised 2022 February 1; accepted 2022 February 11; published 2022 March 30. Spider is supported in the U.S. by the National Aeronautics and Space Administration under grant Nos. NNX07AL64G, NNX12AE95G, NNX17AC55G, and 80NSSC21K1986 issued through the Science Mission Directorate and by the National Science Foundation through PLR-1043515. Logistical support for the Antarctic deployment and operations is provided by the NSF through the U.S. Antarctic Program. Support in Canada is provided by the Natural Sciences and Engineering Research Council and the Canadian Space Agency. Support in Norway is provided by the Research Council of Norway. Support in Sweden is provided by the Swedish ... Article in Journal/Newspaper Antarc* Antarctic Caltech Authors (California Institute of Technology) The Astrophysical Journal 928 2 109
institution Open Polar
collection Caltech Authors (California Institute of Technology)
op_collection_id ftcaltechauth
language unknown
topic Cosmic microwave background radiation
Observational cosmology
Astronomy data analysis
Space and Planetary Science
Astronomy and Astrophysics
spellingShingle Cosmic microwave background radiation
Observational cosmology
Astronomy data analysis
Space and Planetary Science
Astronomy and Astrophysics
Leung, J. S.-Y.
Hartley, J.
Nagy, J. M.
Netterfield, C. B.
Shariff, J. A.
Ade, P. A. R.
Amiri, M.
Benton, S. J.
Bergman, A. S.
Bihary, R.
Bock, J. J.
Bond, J. R.
Bonetti, J. A.
Bryan, S. A.
Chiang, H. C.
Contaldi, C. R.
Dorè, O.
Duivenvoorden, A. J.
Eriksen, H. K.
Farhang, M.
Filippini, J. P.
Fraisse, A. A.
Freese, K.
Galloway, M.
Gambrel, A. E.
Gandilo, N. N.
Ganga, K.
Gualtieri, R.
Gudmundsson, J. E.
Halpern, M.
Hasselfield, M.
Hilton, G.
Holmes, W.
Hristov, V. V.
Huang, Z.
Irwin, K. D.
Jones, W. C.
Karakci, A.
Kuo, C. L.
Kermish, Z. D.
Li, S.
Mak, D. S. Y.
Mason, P. V.
Megerian, K.
Moncelsi, L.
Morford, T. A.
Nolta, M.
O'Brient, R.
Osherson, B.
Padilla, I. L.
Racine, B.
Rahlin, A. S.
Reintsema, C.
Ruhl, J. E.
Runyan, M. C.
Ruud, T. M.
Shaw, E. C.
Shiu, C.
Soler, J. D.
Song, X.
Trangsrud, A.
Tucker, C.
Tucker, R. S.
Turner, A. D.
van der List, J. F.
Weber, A. C.
Wehus, I. K.
Wen, S.
Wiebe, D. V.
Young, E. Y.
A Simulation-based Method for Correcting Mode Coupling in CMB Angular Power Spectra
topic_facet Cosmic microwave background radiation
Observational cosmology
Astronomy data analysis
Space and Planetary Science
Astronomy and Astrophysics
description Modern cosmic microwave background (CMB) analysis pipelines regularly employ complex time-domain filters, beam models, masking, and other techniques during the production of sky maps and their corresponding angular power spectra. However, these processes can generate couplings between multipoles from the same spectrum and from different spectra, in addition to the typical power attenuation. Within the context of pseudo-C_ℓ based, MASTER-style analyses, the net effect of the time-domain filtering is commonly approximated by a multiplicative transfer function, F_ℓ, that can fail to capture mode mixing and is dependent on the spectrum of the signal. To address these shortcomings, we have developed a simulation-based spectral correction approach that constructs a two-dimensional transfer matrix, J_u, which contains information about mode mixing in addition to mode attenuation. We demonstrate the application of this approach on data from the first flight of the SPIDER balloon-borne CMB experiment. © 2022. The Author(s). Published by the American Astronomical Society. Original content from this work may be used under the terms of the Creative Commons Attribution 4.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI. Received 2021 November 2; revised 2022 February 1; accepted 2022 February 11; published 2022 March 30. Spider is supported in the U.S. by the National Aeronautics and Space Administration under grant Nos. NNX07AL64G, NNX12AE95G, NNX17AC55G, and 80NSSC21K1986 issued through the Science Mission Directorate and by the National Science Foundation through PLR-1043515. Logistical support for the Antarctic deployment and operations is provided by the NSF through the U.S. Antarctic Program. Support in Canada is provided by the Natural Sciences and Engineering Research Council and the Canadian Space Agency. Support in Norway is provided by the Research Council of Norway. Support in Sweden is provided by the Swedish ...
format Article in Journal/Newspaper
author Leung, J. S.-Y.
Hartley, J.
Nagy, J. M.
Netterfield, C. B.
Shariff, J. A.
Ade, P. A. R.
Amiri, M.
Benton, S. J.
Bergman, A. S.
Bihary, R.
Bock, J. J.
Bond, J. R.
Bonetti, J. A.
Bryan, S. A.
Chiang, H. C.
Contaldi, C. R.
Dorè, O.
Duivenvoorden, A. J.
Eriksen, H. K.
Farhang, M.
Filippini, J. P.
Fraisse, A. A.
Freese, K.
Galloway, M.
Gambrel, A. E.
Gandilo, N. N.
Ganga, K.
Gualtieri, R.
Gudmundsson, J. E.
Halpern, M.
Hasselfield, M.
Hilton, G.
Holmes, W.
Hristov, V. V.
Huang, Z.
Irwin, K. D.
Jones, W. C.
Karakci, A.
Kuo, C. L.
Kermish, Z. D.
Li, S.
Mak, D. S. Y.
Mason, P. V.
Megerian, K.
Moncelsi, L.
Morford, T. A.
Nolta, M.
O'Brient, R.
Osherson, B.
Padilla, I. L.
Racine, B.
Rahlin, A. S.
Reintsema, C.
Ruhl, J. E.
Runyan, M. C.
Ruud, T. M.
Shaw, E. C.
Shiu, C.
Soler, J. D.
Song, X.
Trangsrud, A.
Tucker, C.
Tucker, R. S.
Turner, A. D.
van der List, J. F.
Weber, A. C.
Wehus, I. K.
Wen, S.
Wiebe, D. V.
Young, E. Y.
author_facet Leung, J. S.-Y.
Hartley, J.
Nagy, J. M.
Netterfield, C. B.
Shariff, J. A.
Ade, P. A. R.
Amiri, M.
Benton, S. J.
Bergman, A. S.
Bihary, R.
Bock, J. J.
Bond, J. R.
Bonetti, J. A.
Bryan, S. A.
Chiang, H. C.
Contaldi, C. R.
Dorè, O.
Duivenvoorden, A. J.
Eriksen, H. K.
Farhang, M.
Filippini, J. P.
Fraisse, A. A.
Freese, K.
Galloway, M.
Gambrel, A. E.
Gandilo, N. N.
Ganga, K.
Gualtieri, R.
Gudmundsson, J. E.
Halpern, M.
Hasselfield, M.
Hilton, G.
Holmes, W.
Hristov, V. V.
Huang, Z.
Irwin, K. D.
Jones, W. C.
Karakci, A.
Kuo, C. L.
Kermish, Z. D.
Li, S.
Mak, D. S. Y.
Mason, P. V.
Megerian, K.
Moncelsi, L.
Morford, T. A.
Nolta, M.
O'Brient, R.
Osherson, B.
Padilla, I. L.
Racine, B.
Rahlin, A. S.
Reintsema, C.
Ruhl, J. E.
Runyan, M. C.
Ruud, T. M.
Shaw, E. C.
Shiu, C.
Soler, J. D.
Song, X.
Trangsrud, A.
Tucker, C.
Tucker, R. S.
Turner, A. D.
van der List, J. F.
Weber, A. C.
Wehus, I. K.
Wen, S.
Wiebe, D. V.
Young, E. Y.
author_sort Leung, J. S.-Y.
title A Simulation-based Method for Correcting Mode Coupling in CMB Angular Power Spectra
title_short A Simulation-based Method for Correcting Mode Coupling in CMB Angular Power Spectra
title_full A Simulation-based Method for Correcting Mode Coupling in CMB Angular Power Spectra
title_fullStr A Simulation-based Method for Correcting Mode Coupling in CMB Angular Power Spectra
title_full_unstemmed A Simulation-based Method for Correcting Mode Coupling in CMB Angular Power Spectra
title_sort simulation-based method for correcting mode coupling in cmb angular power spectra
publisher American Astronomical Society
publishDate 2022
url https://doi.org/10.3847/1538-4357/ac562f
genre Antarc*
Antarctic
genre_facet Antarc*
Antarctic
op_source Astrophysical Journal, 928(2), Art. No. 109, (2022-04-01)
op_relation https://arxiv.org/abs/2111.01113
https://doi.org/10.3847/1538-4357/ac562f
oai:authors.library.caltech.edu:8gfk2-me258
eprintid:114500
resolverid:CaltechAUTHORS:20220427-719784600
op_rights info:eu-repo/semantics/openAccess
Other
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container_title The Astrophysical Journal
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