PReBeaM FOR PLANCK: A POLARIZED REGULARIZED BEAM DECONVOLUTION MAP-MAKING METHOD
We describe a maximum-likelihood regularized beam deconvolution map-making algorithm for data from high-resolution, polarization-sensitive instruments, such as the Planck data set. The resulting algorithm, which we call PReBeaM, is pixel-free and solves for the map directly in spherical harmonic spa...
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Veröffentlicht in: | The Astrophysical journal. Supplement series 2009-04, Vol.181 (2) |
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creator | Armitage-Caplan, Charmaine Wandelt, Benjamin D. |
description | We describe a maximum-likelihood regularized beam deconvolution map-making algorithm for data from high-resolution, polarization-sensitive instruments, such as the Planck data set. The resulting algorithm, which we call PReBeaM, is pixel-free and solves for the map directly in spherical harmonic space, avoiding pixelization artifacts. While Fourier methods like ours are expected to work best when applied to smooth, large-scale asymmetric beam systematics (such as far-side lobe effects), we show that our m-truncated spherical harmonic representation of the beam results in negligible reconstruction error-even for m as small as 4 for a polarized elliptically asymmetric beam. We describe a hybrid OpenMP/MPI parallelization scheme which allows us to store and manipulate the time-ordered data from satellite instruments with a typical full-sky scanning strategy. Finally, we apply our technique to noisy data and show that it succeeds in removing visible power spectrum artifacts without generating excess noise on small scales. |
doi_str_mv | 10.1088/0067-0049/181/2/533;COUNTRYOFINPUT:INTERNATIONALATOMICENERGYAGENCY(IAEA) |
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Finally, we apply our technique to noisy data and show that it succeeds in removing visible power spectrum artifacts without generating excess noise on small scales.</description><subject>ALGORITHMS</subject><subject>ASTROPHYSICS, COSMOLOGY AND ASTRONOMY</subject><subject>ASYMMETRY</subject><subject>COSMOLOGY</subject><subject>DATA ANALYSIS</subject><subject>ERRORS</subject><subject>GENERAL AND MISCELLANEOUS//MATHEMATICS, COMPUTING, AND INFORMATION SCIENCE</subject><subject>MATHEMATICAL SPACE</subject><subject>MAXIMUM-LIKELIHOOD FIT</subject><subject>NOISE</subject><subject>POLARIZATION</subject><subject>RELICT RADIATION</subject><subject>SATELLITES</subject><issn>0067-0049</issn><issn>1538-4365</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2009</creationdate><recordtype>article</recordtype><recordid>eNqNjc1Kw0AYRQdRMP68w4AbXcTMZJo0qauvky_p0MwPw0SIm1JCxIq0i-T9kYK6dnXP4nAuIY6zZ86KImEsX8aMLcqEFzxJk0yIF2k7E3xva2VcF1bKBPQGgrIGWghWK4kGfdNDg0b2jwoQni5IxDNRxAuRZ5ck-stek5tp-mSMLTNRRsQ5P67Hvaa19dS1YOR2RYE624JXb1hRj033y2sETSuU1rzatjv_Uw0u1rBVpqEaw8ZWd-Tqff81jfc_e0seagxyE5-m-bCbhsM8Dh_D6Xgch3mX8jQvUy7E_6xv2cNNow</recordid><startdate>20090415</startdate><enddate>20090415</enddate><creator>Armitage-Caplan, Charmaine</creator><creator>Wandelt, Benjamin D.</creator><scope>OTOTI</scope></search><sort><creationdate>20090415</creationdate><title>PReBeaM FOR PLANCK: A POLARIZED REGULARIZED BEAM DECONVOLUTION MAP-MAKING METHOD</title><author>Armitage-Caplan, Charmaine ; Wandelt, Benjamin D.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-osti_scitechconnect_212692133</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2009</creationdate><topic>ALGORITHMS</topic><topic>ASTROPHYSICS, COSMOLOGY AND ASTRONOMY</topic><topic>ASYMMETRY</topic><topic>COSMOLOGY</topic><topic>DATA ANALYSIS</topic><topic>ERRORS</topic><topic>GENERAL AND MISCELLANEOUS//MATHEMATICS, COMPUTING, AND INFORMATION SCIENCE</topic><topic>MATHEMATICAL SPACE</topic><topic>MAXIMUM-LIKELIHOOD FIT</topic><topic>NOISE</topic><topic>POLARIZATION</topic><topic>RELICT RADIATION</topic><topic>SATELLITES</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Armitage-Caplan, Charmaine</creatorcontrib><creatorcontrib>Wandelt, Benjamin D.</creatorcontrib><collection>OSTI.GOV</collection><jtitle>The Astrophysical journal. Supplement series</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Armitage-Caplan, Charmaine</au><au>Wandelt, Benjamin D.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>PReBeaM FOR PLANCK: A POLARIZED REGULARIZED BEAM DECONVOLUTION MAP-MAKING METHOD</atitle><jtitle>The Astrophysical journal. Supplement series</jtitle><date>2009-04-15</date><risdate>2009</risdate><volume>181</volume><issue>2</issue><issn>0067-0049</issn><eissn>1538-4365</eissn><abstract>We describe a maximum-likelihood regularized beam deconvolution map-making algorithm for data from high-resolution, polarization-sensitive instruments, such as the Planck data set. The resulting algorithm, which we call PReBeaM, is pixel-free and solves for the map directly in spherical harmonic space, avoiding pixelization artifacts. While Fourier methods like ours are expected to work best when applied to smooth, large-scale asymmetric beam systematics (such as far-side lobe effects), we show that our m-truncated spherical harmonic representation of the beam results in negligible reconstruction error-even for m as small as 4 for a polarized elliptically asymmetric beam. We describe a hybrid OpenMP/MPI parallelization scheme which allows us to store and manipulate the time-ordered data from satellite instruments with a typical full-sky scanning strategy. Finally, we apply our technique to noisy data and show that it succeeds in removing visible power spectrum artifacts without generating excess noise on small scales.</abstract><cop>United States</cop><doi>10.1088/0067-0049/181/2/533;COUNTRYOFINPUT:INTERNATIONALATOMICENERGYAGENCY(IAEA)</doi></addata></record> |
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subjects | ALGORITHMS ASTROPHYSICS, COSMOLOGY AND ASTRONOMY ASYMMETRY COSMOLOGY DATA ANALYSIS ERRORS GENERAL AND MISCELLANEOUS//MATHEMATICS, COMPUTING, AND INFORMATION SCIENCE MATHEMATICAL SPACE MAXIMUM-LIKELIHOOD FIT NOISE POLARIZATION RELICT RADIATION SATELLITES |
title | PReBeaM FOR PLANCK: A POLARIZED REGULARIZED BEAM DECONVOLUTION MAP-MAKING METHOD |
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