Wavelet reconstruction of E and B modes for CMB polarization and cosmic shear analyses
Abstract We present new methods for mapping the curl-free (E-mode) and divergence-free (B-mode) components of spin 2 signals using spin directional wavelets. Our methods are equally applicable to measurements of the polarization of the cosmic microwave background (CMB) and the shear of galaxy shapes...
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Veröffentlicht in: | Monthly notices of the Royal Astronomical Society 2017-04, Vol.466 (3), p.3728-3740 |
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creator | Leistedt, Boris McEwen, Jason D. Büttner, Martin Peiris, Hiranya V. |
description | Abstract
We present new methods for mapping the curl-free (E-mode) and divergence-free (B-mode) components of spin 2 signals using spin directional wavelets. Our methods are equally applicable to measurements of the polarization of the cosmic microwave background (CMB) and the shear of galaxy shapes due to weak gravitational lensing. We derive pseudo- and pure wavelet estimators, where E-B mixing arising due to incomplete sky coverage is suppressed in wavelet space using scale- and orientation-dependent masking and weighting schemes. In the case of the pure estimator, ambiguous modes (which have vanishing curl and divergence simultaneously on the incomplete sky) are also cancelled. On simulations, we demonstrate the improvement (i.e. reduction in leakage) provided by our wavelet space estimators over standard harmonic space approaches. Our new methods can be directly interfaced in a coherent and computationally efficient manner with component separation or feature extraction techniques that also exploit wavelets. |
doi_str_mv | 10.1093/mnras/stw3176 |
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We present new methods for mapping the curl-free (E-mode) and divergence-free (B-mode) components of spin 2 signals using spin directional wavelets. Our methods are equally applicable to measurements of the polarization of the cosmic microwave background (CMB) and the shear of galaxy shapes due to weak gravitational lensing. We derive pseudo- and pure wavelet estimators, where E-B mixing arising due to incomplete sky coverage is suppressed in wavelet space using scale- and orientation-dependent masking and weighting schemes. In the case of the pure estimator, ambiguous modes (which have vanishing curl and divergence simultaneously on the incomplete sky) are also cancelled. On simulations, we demonstrate the improvement (i.e. reduction in leakage) provided by our wavelet space estimators over standard harmonic space approaches. Our new methods can be directly interfaced in a coherent and computationally efficient manner with component separation or feature extraction techniques that also exploit wavelets.</description><identifier>ISSN: 0035-8711</identifier><identifier>EISSN: 1365-2966</identifier><identifier>DOI: 10.1093/mnras/stw3176</identifier><language>eng</language><publisher>London: Oxford University Press</publisher><subject>Cosmic background radiation ; Cosmic microwave background ; Estimators ; Feature extraction ; Mapping ; Masking ; Polarization ; Reconstruction ; Shear ; Stars & galaxies ; Wavelet ; Wavelet transforms</subject><ispartof>Monthly notices of the Royal Astronomical Society, 2017-04, Vol.466 (3), p.3728-3740</ispartof><rights>2016 The Authors Published by Oxford University Press on behalf of the Royal Astronomical Society 2016</rights><rights>Copyright Oxford University Press, UK Apr 21, 2017</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c364t-c9075ed7a00836ea5a89b18a7f4411dba0e1ce5476d2c98bdc50a29c002a97483</citedby><cites>FETCH-LOGICAL-c364t-c9075ed7a00836ea5a89b18a7f4411dba0e1ce5476d2c98bdc50a29c002a97483</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,1598,27903,27904</link.rule.ids><linktorsrc>$$Uhttps://dx.doi.org/10.1093/mnras/stw3176$$EView_record_in_Oxford_University_Press$$FView_record_in_$$GOxford_University_Press</linktorsrc></links><search><creatorcontrib>Leistedt, Boris</creatorcontrib><creatorcontrib>McEwen, Jason D.</creatorcontrib><creatorcontrib>Büttner, Martin</creatorcontrib><creatorcontrib>Peiris, Hiranya V.</creatorcontrib><title>Wavelet reconstruction of E and B modes for CMB polarization and cosmic shear analyses</title><title>Monthly notices of the Royal Astronomical Society</title><description>Abstract
We present new methods for mapping the curl-free (E-mode) and divergence-free (B-mode) components of spin 2 signals using spin directional wavelets. Our methods are equally applicable to measurements of the polarization of the cosmic microwave background (CMB) and the shear of galaxy shapes due to weak gravitational lensing. We derive pseudo- and pure wavelet estimators, where E-B mixing arising due to incomplete sky coverage is suppressed in wavelet space using scale- and orientation-dependent masking and weighting schemes. In the case of the pure estimator, ambiguous modes (which have vanishing curl and divergence simultaneously on the incomplete sky) are also cancelled. On simulations, we demonstrate the improvement (i.e. reduction in leakage) provided by our wavelet space estimators over standard harmonic space approaches. Our new methods can be directly interfaced in a coherent and computationally efficient manner with component separation or feature extraction techniques that also exploit wavelets.</description><subject>Cosmic background radiation</subject><subject>Cosmic microwave background</subject><subject>Estimators</subject><subject>Feature extraction</subject><subject>Mapping</subject><subject>Masking</subject><subject>Polarization</subject><subject>Reconstruction</subject><subject>Shear</subject><subject>Stars & galaxies</subject><subject>Wavelet</subject><subject>Wavelet transforms</subject><issn>0035-8711</issn><issn>1365-2966</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><recordid>eNqN0UtLw0AQB_BFFKzVo_cFL15i972boy31ARUvPo5hutlgSpKNu4lSP73pAwQvCgMDw49hhj9C55RcUZLySd0EiJPYfXKq1QEaUa5kwlKlDtGIEC4Toyk9RicxrgghgjM1Qi-v8OEq1-HgrG9iF3rblb7BvsBzDE2Op7j2uYu48AHPHqa49RWE8gu2agOsj3VpcXxzEIYBVOvo4ik6KqCK7mzfx-j5Zv40u0sWj7f3s-tFYrkSXWJToqXLNRBiuHIgwaRLakAXQlCaL4E4ap0UWuXMpmaZW0mApZYQBqkWho_R5W5vG_x772KX1WW0rqqgcb6PGTVGUMaEkP-gWhs2FB_oxS-68n0YXtsoZSSjiopBJTtlg48xuCJrQ1lDWGeUZJtAsm0g2T6QnwN83_5BvwFvH4y3</recordid><startdate>20170421</startdate><enddate>20170421</enddate><creator>Leistedt, Boris</creator><creator>McEwen, Jason D.</creator><creator>Büttner, Martin</creator><creator>Peiris, Hiranya V.</creator><general>Oxford University Press</general><scope>AAYXX</scope><scope>CITATION</scope><scope>8FD</scope><scope>H8D</scope><scope>L7M</scope><scope>7TG</scope><scope>KL.</scope></search><sort><creationdate>20170421</creationdate><title>Wavelet reconstruction of E and B modes for CMB polarization and cosmic shear analyses</title><author>Leistedt, Boris ; McEwen, Jason D. ; Büttner, Martin ; Peiris, Hiranya V.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c364t-c9075ed7a00836ea5a89b18a7f4411dba0e1ce5476d2c98bdc50a29c002a97483</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Cosmic background radiation</topic><topic>Cosmic microwave background</topic><topic>Estimators</topic><topic>Feature extraction</topic><topic>Mapping</topic><topic>Masking</topic><topic>Polarization</topic><topic>Reconstruction</topic><topic>Shear</topic><topic>Stars & galaxies</topic><topic>Wavelet</topic><topic>Wavelet transforms</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Leistedt, Boris</creatorcontrib><creatorcontrib>McEwen, Jason D.</creatorcontrib><creatorcontrib>Büttner, Martin</creatorcontrib><creatorcontrib>Peiris, Hiranya V.</creatorcontrib><collection>CrossRef</collection><collection>Technology Research Database</collection><collection>Aerospace Database</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><jtitle>Monthly notices of the Royal Astronomical Society</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Leistedt, Boris</au><au>McEwen, Jason D.</au><au>Büttner, Martin</au><au>Peiris, Hiranya V.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Wavelet reconstruction of E and B modes for CMB polarization and cosmic shear analyses</atitle><jtitle>Monthly notices of the Royal Astronomical Society</jtitle><date>2017-04-21</date><risdate>2017</risdate><volume>466</volume><issue>3</issue><spage>3728</spage><epage>3740</epage><pages>3728-3740</pages><issn>0035-8711</issn><eissn>1365-2966</eissn><abstract>Abstract
We present new methods for mapping the curl-free (E-mode) and divergence-free (B-mode) components of spin 2 signals using spin directional wavelets. Our methods are equally applicable to measurements of the polarization of the cosmic microwave background (CMB) and the shear of galaxy shapes due to weak gravitational lensing. We derive pseudo- and pure wavelet estimators, where E-B mixing arising due to incomplete sky coverage is suppressed in wavelet space using scale- and orientation-dependent masking and weighting schemes. In the case of the pure estimator, ambiguous modes (which have vanishing curl and divergence simultaneously on the incomplete sky) are also cancelled. On simulations, we demonstrate the improvement (i.e. reduction in leakage) provided by our wavelet space estimators over standard harmonic space approaches. Our new methods can be directly interfaced in a coherent and computationally efficient manner with component separation or feature extraction techniques that also exploit wavelets.</abstract><cop>London</cop><pub>Oxford University Press</pub><doi>10.1093/mnras/stw3176</doi><tpages>13</tpages></addata></record> |
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subjects | Cosmic background radiation Cosmic microwave background Estimators Feature extraction Mapping Masking Polarization Reconstruction Shear Stars & galaxies Wavelet Wavelet transforms |
title | Wavelet reconstruction of E and B modes for CMB polarization and cosmic shear analyses |
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