Internal Delensing of Cosmic Microwave Background Polarization -Modes with the POLARBEAR Experiment
Abstract
Using only cosmic microwave background polarization data from the polarbear experiment, we measure B-mode polarization delensing on subdegree scales at more than 5σ significance. We achieve a 14% B-mode power variance reduction, the highest to date for internal delensing, and improve this result to 22% by applying for the first time an iterative maximum a posteriori delensing method. Our analysis demonstrates the capability of internal delensing as a means of improving constraints on inflationary models, paving the way for the optimal analysis of next-generation primordial B-mode experiments.
- Authors:
- more »
- Publication Date:
- Research Org.:
- SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States); Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), High Energy Physics (HEP); National Science Foundation (NSF); European Research Council (ERC); JSPS KAKENHI; Moore Foundation; Simons Foundation; Templeton Foundation
- Contributing Org.:
- POLARBEAR Collaboration
- OSTI Identifier:
- 1616762
- Alternate Identifier(s):
- OSTI ID: 1607960; OSTI ID: 1616130
- Grant/Contract Number:
- AC02-76SF00515; AST-0618398; AST-1212230; 77047; 616170; ST/P000525/1; 18K13558; 18H04347; 19H00674; JP26220709; JP15H05891; JP26800125; JP16K21744; JP18H05539; FT150100074; 4633; 034079; 58724; 1130777; 1171811; AC02-05CH11231
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Physical Review Letters
- Additional Journal Information:
- Journal Volume: 124; Journal Issue: 13; Journal ID: ISSN 0031-9007
- Publisher:
- American Physical Society (APS)
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 79 ASTRONOMY AND ASTROPHYSICS; cosmic microwave background; cosmology; gravitational lenses; inflation; large scale structure of the Universe
Citation Formats
Adachi, S., Aguilar Faúndez, M. A. O., Akiba, Y., Ali, A., Arnold, K., Baccigalupi, C., Barron, D., Beck, D., Bianchini, F., Borrill, J., Carron, J., Cheung, K., Chinone, Y., Crowley, K., El Bouhargani, H., Elleflot, T., Errard, J., Fabbian, G., Feng, C., Fujino, T., Goeckner-Wald, N., Hasegawa, M., Hazumi, M., Hill, C. A., Howe, L., Katayama, N., Keating, B., Kikuchi, S., Kusaka, A., Lee, A. T., Leon, D., Linder, E., Lowry, L. N., Matsuda, F., Matsumura, T., Minami, Y., Namikawa, T., Navaroli, M., Nishino, H., Peloton, J., Pham, A. T. P., Poletti, D., Puglisi, G., Reichardt, C. L., Segawa, Y., Sherwin, B. D., Silva-Feaver, M., Siritanasak, P., Stompor, R., Tajima, O., Takatori, S., Tanabe, D., Teply, G. P., and Vergès, C. Internal Delensing of Cosmic Microwave Background Polarization B-Modes with the POLARBEAR Experiment. United States: N. p., 2020.
Web. doi:10.1103/physrevlett.124.131301.
Adachi, S., Aguilar Faúndez, M. A. O., Akiba, Y., Ali, A., Arnold, K., Baccigalupi, C., Barron, D., Beck, D., Bianchini, F., Borrill, J., Carron, J., Cheung, K., Chinone, Y., Crowley, K., El Bouhargani, H., Elleflot, T., Errard, J., Fabbian, G., Feng, C., Fujino, T., Goeckner-Wald, N., Hasegawa, M., Hazumi, M., Hill, C. A., Howe, L., Katayama, N., Keating, B., Kikuchi, S., Kusaka, A., Lee, A. T., Leon, D., Linder, E., Lowry, L. N., Matsuda, F., Matsumura, T., Minami, Y., Namikawa, T., Navaroli, M., Nishino, H., Peloton, J., Pham, A. T. P., Poletti, D., Puglisi, G., Reichardt, C. L., Segawa, Y., Sherwin, B. D., Silva-Feaver, M., Siritanasak, P., Stompor, R., Tajima, O., Takatori, S., Tanabe, D., Teply, G. P., & Vergès, C. Internal Delensing of Cosmic Microwave Background Polarization B-Modes with the POLARBEAR Experiment. United States. https://doi.org/10.1103/physrevlett.124.131301
Adachi, S., Aguilar Faúndez, M. A. O., Akiba, Y., Ali, A., Arnold, K., Baccigalupi, C., Barron, D., Beck, D., Bianchini, F., Borrill, J., Carron, J., Cheung, K., Chinone, Y., Crowley, K., El Bouhargani, H., Elleflot, T., Errard, J., Fabbian, G., Feng, C., Fujino, T., Goeckner-Wald, N., Hasegawa, M., Hazumi, M., Hill, C. A., Howe, L., Katayama, N., Keating, B., Kikuchi, S., Kusaka, A., Lee, A. T., Leon, D., Linder, E., Lowry, L. N., Matsuda, F., Matsumura, T., Minami, Y., Namikawa, T., Navaroli, M., Nishino, H., Peloton, J., Pham, A. T. P., Poletti, D., Puglisi, G., Reichardt, C. L., Segawa, Y., Sherwin, B. D., Silva-Feaver, M., Siritanasak, P., Stompor, R., Tajima, O., Takatori, S., Tanabe, D., Teply, G. P., and Vergès, C. Wed .
"Internal Delensing of Cosmic Microwave Background Polarization B-Modes with the POLARBEAR Experiment". United States. https://doi.org/10.1103/physrevlett.124.131301. https://www.osti.gov/servlets/purl/1616762.
@article{osti_1616762,
title = {Internal Delensing of Cosmic Microwave Background Polarization B-Modes with the POLARBEAR Experiment},
author = {Adachi, S. and Aguilar Faúndez, M. A. O. and Akiba, Y. and Ali, A. and Arnold, K. and Baccigalupi, C. and Barron, D. and Beck, D. and Bianchini, F. and Borrill, J. and Carron, J. and Cheung, K. and Chinone, Y. and Crowley, K. and El Bouhargani, H. and Elleflot, T. and Errard, J. and Fabbian, G. and Feng, C. and Fujino, T. and Goeckner-Wald, N. and Hasegawa, M. and Hazumi, M. and Hill, C. A. and Howe, L. and Katayama, N. and Keating, B. and Kikuchi, S. and Kusaka, A. and Lee, A. T. and Leon, D. and Linder, E. and Lowry, L. N. and Matsuda, F. and Matsumura, T. and Minami, Y. and Namikawa, T. and Navaroli, M. and Nishino, H. and Peloton, J. and Pham, A. T. P. and Poletti, D. and Puglisi, G. and Reichardt, C. L. and Segawa, Y. and Sherwin, B. D. and Silva-Feaver, M. and Siritanasak, P. and Stompor, R. and Tajima, O. and Takatori, S. and Tanabe, D. and Teply, G. P. and Vergès, C.},
abstractNote = {Using only cosmic microwave background polarization data from the polarbear experiment, we measure B-mode polarization delensing on subdegree scales at more than 5σ significance. We achieve a 14% B-mode power variance reduction, the highest to date for internal delensing, and improve this result to 22% by applying for the first time an iterative maximum a posteriori delensing method. Our analysis demonstrates the capability of internal delensing as a means of improving constraints on inflationary models, paving the way for the optimal analysis of next-generation primordial B-mode experiments.},
doi = {10.1103/physrevlett.124.131301},
journal = {Physical Review Letters},
number = 13,
volume = 124,
place = {United States},
year = {Wed Apr 01 00:00:00 EDT 2020},
month = {Wed Apr 01 00:00:00 EDT 2020}
}
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Works referenced in this record:
The POLARBEAR experiment
conference, September 2012
- Kermish, Zigmund D.; Ade, Peter; Anthony, Aubra
- SPIE Astronomical Telescopes + Instrumentation, SPIE Proceedings
CMB Polarization B -mode Delensing with SPTpol and Herschel
journal, August 2017
- Manzotti, A.; Story, K. T.; Wu, W. L. K.
- The Astrophysical Journal, Vol. 846, Issue 1
A Measurement of the Cosmic Microwave Background B -mode Polarization Power Spectrum at Subdegree Scales from Two Years of polarbear Data
journal, October 2017
- Ade, P. A. R.; Aguilar, M.; Akiba, Y.
- The Astrophysical Journal, Vol. 848, Issue 2
Delensing the CMB with the cosmic infrared background
journal, August 2015
- Sherwin, Blake D.; Schmittfull, Marcel
- Physical Review D, Vol. 92, Issue 4
High-precision simulations of the weak lensing effect on cosmic microwave background polarization
journal, August 2013
- Fabbian, Giulio; Stompor, Radek
- Astronomy & Astrophysics, Vol. 556
Mass Reconstruction with Cosmic Microwave Background Polarization
journal, August 2002
- Hu, Wayne; Okamoto, Takemi
- The Astrophysical Journal, Vol. 574, Issue 2
Analyzing weak lensing of the cosmic microwave background using the likelihood function
journal, February 2003
- Hirata, Christopher M.; Seljak, Uroš
- Physical Review D, Vol. 67, Issue 4
Planck 2015 results : X. Diffuse component separation: Foreground maps
journal, September 2016
- Adam, R.; Ade, P. A. R.; Aghanim, N.
- Astronomy & Astrophysics, Vol. 594
Exploring cosmic origins with CORE: Gravitational lensing of the CMB
journal, April 2018
- Challinor, A.; Allison, R.; Carron, J.
- Journal of Cosmology and Astroparticle Physics, Vol. 2018, Issue 04
Weak gravitational lensing of the CMB
journal, June 2006
- Lewis, A.; Challinor, A.
- Physics Reports, Vol. 429, Issue 1
Cosmic microwave background lensing reconstruction on the full sky
journal, April 2003
- Okamoto, Takemi; Hu, Wayne
- Physical Review D, Vol. 67, Issue 8
Impact of post-Born lensing on the CMB
journal, August 2016
- Pratten, Geraint; Lewis, Antony
- Journal of Cosmology and Astroparticle Physics, Vol. 2016, Issue 08
CMB weak-lensing beyond the Born approximation: a numerical approach
journal, February 2018
- Fabbian, Giulio; Calabrese, Matteo; Carbone, Carmelita
- Journal of Cosmology and Astroparticle Physics, Vol. 2018, Issue 02
All-sky analysis of polarization in the microwave background
journal, February 1997
- Zaldarriaga, Matias; Seljak, Uroš
- Physical Review D, Vol. 55, Issue 4
General solution to the mixing problem
journal, August 2007
- Smith, Kendrick M.; Zaldarriaga, Matias
- Physical Review D, Vol. 76, Issue 4
MASTER of the Cosmic Microwave Background Anisotropy Power Spectrum: A Fast Method for Statistical Analysis of Large and Complex Cosmic Microwave Background Data Sets
journal, March 2002
- Hivon, Eric; Gorski, Krzysztof M.; Netterfield, C. Barth
- The Astrophysical Journal, Vol. 567, Issue 1
The Simons Observatory: science goals and forecasts
journal, February 2019
- Ade, Peter; Aguirre, James; Ahmed, Zeeshan
- Journal of Cosmology and Astroparticle Physics, Vol. 2019, Issue 02
Gravitational lensing as a contaminant of the gravity wave signal in the CMB
journal, February 2004
- Seljak, Uroš; Hirata, Christopher M.
- Physical Review D, Vol. 69, Issue 4
Internal delensing of Planck CMB temperature and polarization
journal, May 2017
- Carron, Julien; Lewis, Antony; Challinor, Anthony
- Journal of Cosmology and Astroparticle Physics, Vol. 2017, Issue 05
A Probe of Primordial Gravity Waves and Vorticity
journal, March 1997
- Kamionkowski, Marc; Kosowsky, Arthur; Stebbins, Albert
- Physical Review Letters, Vol. 78, Issue 11
Maximum a posteriori CMB lensing reconstruction
journal, September 2017
- Carron, Julien; Lewis, Antony
- Physical Review D, Vol. 96, Issue 6
CMB internal delensing with general optimal estimator for higher-order correlations
journal, May 2017
- Namikawa, Toshiya
- Physical Review D, Vol. 95, Issue 10
Internal delensing of cosmic microwave background acoustic peaks
journal, May 2017
- Sehgal, Neelima; Madhavacheril, Mathew S.; Sherwin, Blake
- Physical Review D, Vol. 95, Issue 10
A MEASUREMENT OF THE COSMIC MICROWAVE BACKGROUND B -MODE POLARIZATION POWER SPECTRUM AT SUB-DEGREE SCALES WITH POLARBEAR
journal, October 2014
- P. A. R. Ade, The Polarbear Collaboration:; Akiba, Y.; Anthony, A. E.
- The Astrophysical Journal, Vol. 794, Issue 2
Signature of Gravity Waves in the Polarization of the Microwave Background
journal, March 1997
- Seljak, Uros̆; Zaldarriaga, Matias
- Physical Review Letters, Vol. 78, Issue 11
The bolometric focal plane array of the POLARBEAR CMB experiment
conference, September 2012
- Arnold, K.; Ade, P. A. R.; Anthony, A. E.
- SPIE Astronomical Telescopes + Instrumentation, SPIE Proceedings
Polarized CMB power spectrum estimation using the pure pseudo-cross-spectrum approach
journal, June 2009
- Grain, J.; Tristram, M.; Stompor, R.
- Physical Review D, Vol. 79, Issue 12
CMB-lensing beyond the Born approximation
journal, September 2016
- Marozzi, Giovanni; Fanizza, Giuseppe; Dio, Enea Di
- Journal of Cosmology and Astroparticle Physics, Vol. 2016, Issue 09
Demonstration of Cosmic Microwave Background Delensing Using the Cosmic Infrared Background
journal, October 2016
- Larsen, Patricia; Challinor, Anthony; Sherwin, Blake D.
- Physical Review Letters, Vol. 117, Issue 15
Planck 2015 results : XIII. Cosmological parameters
journal, September 2016
- Ade, P. A. R.; Aghanim, N.; Arnaud, M.
- Astronomy & Astrophysics, Vol. 594
The Quest for B Modes from Inflationary Gravitational Waves
journal, September 2016
- Kamionkowski, Marc; Kovetz, Ely D.
- Annual Review of Astronomy and Astrophysics, Vol. 54, Issue 1
Optimal constraints on primordial gravitational waves from the lensed CMB
journal, February 2019
- Carron, Julien
- Physical Review D, Vol. 99, Issue 4
The Python Sky Model: software for simulating the Galactic microwave sky
journal, May 2017
- Thorne, B.; Dunkley, J.; Alonso, D.
- Monthly Notices of the Royal Astronomical Society, Vol. 469, Issue 3
The LiteBIRD Satellite Mission: Sub-Kelvin Instrument
journal, May 2018
- Suzuki, A.; Ade, P. A. R.; Akiba, Y.
- Journal of Low Temperature Physics, Vol. 193, Issue 5-6
Estimators for CMB statistical anisotropy
journal, September 2009
- Hanson, Duncan; Lewis, Antony
- Physical Review D, Vol. 80, Issue 6
Non-Gaussian structure of B-mode polarization after delensing
journal, October 2015
- Namikawa, Toshiya; Nagata, Ryo
- Journal of Cosmology and Astroparticle Physics, Vol. 2015, Issue 10
Separation of Gravitational-Wave and Cosmic-Shear Contributions to Cosmic Microwave Background Polarization
journal, June 2002
- Kesden, Michael; Cooray, Asantha; Kamionkowski, Marc
- Physical Review Letters, Vol. 89, Issue 1