Optimal strategy for polarization modulation in the LSPE-SWIPE experiment
Abstract
Context. Cosmic microwave background (CMB) B-mode experiments are required to control systematic effects with an unprecedented level of accuracy. Polarization modulation by a half wave plate (HWP) is a powerful technique able to mitigate a large number of the instrumental systematics. Aims. Our goal is to optimize the polarization modulation strategy of the upcoming LSPE-SWIPE balloon-borne experiment, devoted to the accurate measurement of CMB polarization at large angular scales. Methods. We departed from the nominal LSPE-SWIPE modulation strategy (HWP stepped every 60 s with a telescope scanning at around 12 deg/s) and performed a thorough investigation of a wide range of possible HWP schemes (either in stepped or continuously spinning mode and at different azimuth telescope scan-speeds) in the frequency, map and angular power spectrum domain. In addition, we probed the effect of high-pass and band-pass filters of the data stream and explored the HWP response in the minimal case of one detector for one operation day (critical for the single-detector calibration process). We finally tested the modulation performance against typical HWP-induced systematics. Results. Our analysis shows that some stepped HWP schemes, either slowly rotating or combined with slow telescope modulations, represent poor choices. Moreover, our results point out thatmore »
- Authors:
-
- Univ. di Roma (Italy). Dept. of Physics; National Inst. of Nuclear Physics (INFN), Rome (Italy)
- Publication Date:
- Research Org.:
- Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States). National Energy Research Scientific Computing Center (NERSC)
- Sponsoring Org.:
- USDOE Office of Science (SC)
- OSTI Identifier:
- 1495424
- Grant/Contract Number:
- AC02-05CH11231
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Astronomy and Astrophysics
- Additional Journal Information:
- Journal Volume: 609; Journal Issue: Jan. 2018; Journal ID: ISSN 0004-6361
- Publisher:
- EDP Sciences
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 79 ASTRONOMY AND ASTROPHYSICS
Citation Formats
Buzzelli, A., de Bernardis, P., Masi, S., Vittorio, N., and de Gasperis, G. Optimal strategy for polarization modulation in the LSPE-SWIPE experiment. United States: N. p., 2018.
Web. doi:10.1051/0004-6361/201730754.
Buzzelli, A., de Bernardis, P., Masi, S., Vittorio, N., & de Gasperis, G. Optimal strategy for polarization modulation in the LSPE-SWIPE experiment. United States. https://doi.org/10.1051/0004-6361/201730754
Buzzelli, A., de Bernardis, P., Masi, S., Vittorio, N., and de Gasperis, G. Fri .
"Optimal strategy for polarization modulation in the LSPE-SWIPE experiment". United States. https://doi.org/10.1051/0004-6361/201730754. https://www.osti.gov/servlets/purl/1495424.
@article{osti_1495424,
title = {Optimal strategy for polarization modulation in the LSPE-SWIPE experiment},
author = {Buzzelli, A. and de Bernardis, P. and Masi, S. and Vittorio, N. and de Gasperis, G.},
abstractNote = {Context. Cosmic microwave background (CMB) B-mode experiments are required to control systematic effects with an unprecedented level of accuracy. Polarization modulation by a half wave plate (HWP) is a powerful technique able to mitigate a large number of the instrumental systematics. Aims. Our goal is to optimize the polarization modulation strategy of the upcoming LSPE-SWIPE balloon-borne experiment, devoted to the accurate measurement of CMB polarization at large angular scales. Methods. We departed from the nominal LSPE-SWIPE modulation strategy (HWP stepped every 60 s with a telescope scanning at around 12 deg/s) and performed a thorough investigation of a wide range of possible HWP schemes (either in stepped or continuously spinning mode and at different azimuth telescope scan-speeds) in the frequency, map and angular power spectrum domain. In addition, we probed the effect of high-pass and band-pass filters of the data stream and explored the HWP response in the minimal case of one detector for one operation day (critical for the single-detector calibration process). We finally tested the modulation performance against typical HWP-induced systematics. Results. Our analysis shows that some stepped HWP schemes, either slowly rotating or combined with slow telescope modulations, represent poor choices. Moreover, our results point out that the nominal configuration may not be the most convenient choice. While a large class of spinning designs provides comparable results in terms of pixel angle coverage, map-making residuals and BB power spectrum standard deviations with respect to the nominal strategy, we find that some specific configurations (e.g., a rapidly spinning HWP with a slow gondola modulation) allow a more efficient polarization recovery in more general real-case situations. Conclusions. Although our simulations are specific to the LSPE-SWIPE mission, the general outcomes of our analysis can be easily generalized to other CMB polarization experiments.},
doi = {10.1051/0004-6361/201730754},
journal = {Astronomy and Astrophysics},
number = Jan. 2018,
volume = 609,
place = {United States},
year = {Fri Jan 05 00:00:00 EST 2018},
month = {Fri Jan 05 00:00:00 EST 2018}
}
Web of Science
Works referenced in this record:
A comparison of CMB angular power spectrum estimators at large scales: the TT case
journal, April 2014
- Molinari, D.; Gruppuso, A.; Polenta, G.
- Monthly Notices of the Royal Astronomical Society, Vol. 440, Issue 2
MAXIPOL: Cosmic Microwave Background Polarimetry Using a Rotating Half‐Wave Plate
journal, August 2007
- Johnson, B. R.; Collins, J.; Abroe, M. E.
- The Astrophysical Journal, Vol. 665, Issue 1
Mission Design of LiteBIRD
journal, January 2014
- Matsumura, T.; Akiba, Y.; Borrill, J.
- Journal of Low Temperature Physics, Vol. 176, Issue 5-6
A new map-making algorithm for CMB polarization experiments
journal, August 2015
- Wallis, Christopher G. R.; Bonaldi, A.; Brown, Michael L.
- Monthly Notices of the Royal Astronomical Society, Vol. 453, Issue 2
First‐Year Wilkinson Microwave Anisotropy Probe ( WMAP ) Observations: Determination of Cosmological Parameters
journal, September 2003
- Spergel, D. N.; Verde, L.; Peiris, H. V.
- The Astrophysical Journal Supplement Series, Vol. 148, Issue 1
Benchmark parameters for CMB polarization experiments
journal, February 2003
- Hu, Wayne; Hedman, Matthew M.; Zaldarriaga, Matias
- Physical Review D, Vol. 67, Issue 4
ROMA: A map-making algorithm for polarised CMB data sets
journal, June 2005
- de Gasperis, G.; Balbi, A.; Cabella, P.
- Astronomy & Astrophysics, Vol. 436, Issue 3
Cosmological parameters from CMB and other data: A Monte Carlo approach
journal, November 2002
- Lewis, Antony; Bridle, Sarah
- Physical Review D, Vol. 66, Issue 10
Cosmological Parameters from the 2003 Flight of BOOMERANG
journal, August 2006
- MacTavish, C. J.; Ade, P. A. R.; Bock, J. J.
- The Astrophysical Journal, Vol. 647, Issue 2
Design and development of an ambient-temperature continuously-rotating achromatic half-wave plate for CMB polarization modulation on the POLARBEAR-2 experiment
conference, July 2016
- Hill, Charles A.; Beckman, Shawn; Chinone, Yuji
- SPIE Astronomical Telescopes + Instrumentation, SPIE Proceedings
Optimal cosmic microwave background map-making in the presence of cross-correlated noise
journal, August 2016
- de Gasperis, G.; Buzzelli, A.; Cabella, P.
- Astronomy & Astrophysics, Vol. 593
The POLARBEAR CMB polarization experiment
conference, July 2010
- Arnold, K.; Ade, P. A. R.; Anthony, A. E.
- SPIE Astronomical Telescopes + Instrumentation, SPIE Proceedings
SPIDER: a balloon-borne CMB polarimeter for large angular scales
conference, July 2010
- Filippini, J. P.; Ade, P. A. R.; Amiri, M.
- SPIE Astronomical Telescopes + Instrumentation, SPIE Proceedings
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
HEALPix: A Framework for High‐Resolution Discretization and Fast Analysis of Data Distributed on the Sphere
journal, April 2005
- Gorski, K. M.; Hivon, E.; Banday, A. J.
- The Astrophysical Journal, Vol. 622, Issue 2
A Probe of Primordial Gravity Waves and Vorticity
journal, March 1997
- Kamionkowski, Marc; Kosowsky, Arthur; Stebbins, Albert
- Physical Review Letters, Vol. 78, Issue 11
Destriping CMB temperature and polarization maps
journal, August 2009
- Kurki-Suonio, H.; Keihänen, E.; Keskitalo, R.
- Astronomy & Astrophysics, Vol. 506, Issue 3
Instrument, method, brightness, and polarization maps from the 2003 flight of BOOMERanG
journal, September 2006
- Masi, S.; Ade, P. A. R.; Bock, J. J.
- Astronomy & Astrophysics, Vol. 458, Issue 3
Systematic errors in cosmic microwave background polarization measurements
journal, April 2007
- O'Dea, Daniel; Challinor, Anthony; Johnson, Bradley R.
- Monthly Notices of the Royal Astronomical Society, Vol. 376, Issue 4
Impact of modulation on CMB B -mode polarization experiments
journal, August 2009
- Brown, Michael L.; Challinor, Anthony; North, Chris E.
- Monthly Notices of the Royal Astronomical Society, Vol. 397, Issue 2
Optimization of the half wave plate configuration for the LSPE-SWIPE experiment
journal, May 2017
- Buzzelli, A.; de Gasperis, G.; de Bernardis, P.
- Journal of Physics: Conference Series, Vol. 841
Joint Analysis of BICEP2/ Keck Array and Planck Data
journal, March 2015
- Ade, P. A. R.; Aghanim, N.; Ahmed, Z.
- Physical Review Letters, Vol. 114, Issue 10
SANEPIC: A Mapmaking Method for Time Stream Data from Large Arrays
journal, July 2008
- Patanchon, G.; Ade, P. A. R.; Bock, J. J.
- The Astrophysical Journal, Vol. 681, Issue 1
Polarization of Cosmic Microwave Background
journal, February 2016
- Buzzelli, A.; Cabella, P.; de Gasperis, G.
- Journal of Physics: Conference Series, Vol. 689
The EBEX experiment
conference, November 2004
- Oxley, Paul; Ade, Peter A.; Baccigalupi, C.
- Optical Science and Technology, the SPIE 49th Annual Meeting, SPIE Proceedings
Planck 2015 results : XI. CMB power spectra, likelihoods, and robustness of parameters
journal, September 2016
- Aghanim, N.; Arnaud, M.; Ashdown, M.
- Astronomy & Astrophysics, Vol. 594
Initial Performance of Bicep3: A Degree Angular Scale 95 GHz Band Polarimeter
journal, December 2015
- Wu, W. L. K.; Ade, P. A. R.; Ahmed, Z.
- Journal of Low Temperature Physics, Vol. 184, Issue 3-4
Measurement of the Cosmic Microwave Background Polarization Lensing Power Spectrum with the POLARBEAR Experiment
journal, July 2014
- Ade, P. A. R.; Akiba, Y.; Anthony, A. E.
- Physical Review Letters, Vol. 113, Issue 2
Planck 2015 results : XIII. Cosmological parameters
journal, September 2016
- Ade, P. A. R.; Aghanim, N.; Arnaud, M.
- Astronomy & Astrophysics, Vol. 594
Gravitational lensing effect on cosmic microwave background polarization
journal, June 1998
- Zaldarriaga, Matias; Seljak, Uroš
- Physical Review D, Vol. 58, Issue 2
A Measurement of the CMB 〈EE〉 Spectrum from the 2003 Flight of BOOMERANG
journal, August 2006
- Montroy, T. E.; Ade, P. A. R.; Bock, J. J.
- The Astrophysical Journal, Vol. 647, Issue 2
Planck intermediate results : XLI. A map of lensing-induced
journal, December 2016
- Ade, P. A. R.; Aghanim, N.; Ashdown, M.
- Astronomy & Astrophysics, Vol. 596
Characterizing Atacama B-mode Search Detectors with a Half-Wave Plate
journal, December 2015
- Simon, S. M.; Appel, J. W.; Campusano, L. E.
- Journal of Low Temperature Physics, Vol. 184, Issue 3-4
Particle physics models of inflation and the cosmological density perturbation
journal, June 1999
- Lyth, David H.; Riotto, Antonio
- Physics Reports, Vol. 314, Issue 1-2
NINE-YEAR WILKINSON MICROWAVE ANISOTROPY PROBE ( WMAP ) OBSERVATIONS: COSMOLOGICAL PARAMETER RESULTS
journal, September 2013
- Hinshaw, G.; Larson, D.; Komatsu, E.
- The Astrophysical Journal Supplement Series, Vol. 208, Issue 2
Planck intermediate results : XLVI. Reduction of large-scale systematic effects in HFI polarization maps and estimation of the reionization optical depth
journal, December 2016
- Aghanim, N.; Ashdown, M.; Aumont, J.
- Astronomy & Astrophysics, Vol. 596
Multi-mode TES Bolometer Optimization for the LSPE-SWIPE Instrument
journal, January 2016
- Gualtieri, R.; Battistelli, E. S.; Cruciani, A.
- Journal of Low Temperature Physics, Vol. 184, Issue 3-4
Bicep2/ KECK ARRAY VIII: MEASUREMENT OF GRAVITATIONAL LENSING FROM LARGE-SCALE B -MODE POLARIZATION
journal, December 2016
- Ade, P. A. R.; Ahmed, Z.; Aikin, R. W.
- The Astrophysical Journal, Vol. 833, Issue 2
Detection of polarization in the cosmic microwave background using DASI
journal, December 2002
- Kovac, J. M.; Leitch, E. M.; Pryke, C.
- Nature, Vol. 420, Issue 6917
Modeling and characterization of the SPIDER half-wave plate
conference, July 2010
- Bryan, Sean A.; Ade, Peter A. R.; Amiri, Mandana
- SPIE Astronomical Telescopes + Instrumentation, SPIE Proceedings
Spider Optimization: Probing the Systematics of a Large‐Scale B ‐Mode Experiment
journal, December 2008
- MacTavish, C. J.; Ade, P. A. R.; Battistelli, E. S.
- The Astrophysical Journal, Vol. 689, Issue 2
QUBIC: The QU bolometric interferometer for cosmology
journal, April 2011
- Battistelli, E.; Baú, A.; Bennett, D.
- Astroparticle Physics, Vol. 34, Issue 9
Works referencing / citing this record:
The short wavelength instrument for the polarization explorer balloon-borne experiment: Polarization modulation issues
journal, January 2019
- Columbro, F.; Battistelli, E. S.; Coppolecchia, A.
- Astronomische Nachrichten, Vol. 340, Issue 1-3
Balloon-borne Cosmic Microwave Background experiments
journal, January 2019
- Masi, Silvia; Coppolecchia, A.; Battistelli, E.
- EPJ Web of Conferences, Vol. 209
Full-sky beam convolution for cosmic microwave background applications
journal, May 2019
- Duivenvoorden, Adriaan J.; Gudmundsson, Jon E.; Rahlin, Alexandra S.
- Monthly Notices of the Royal Astronomical Society, Vol. 486, Issue 4
The short wavelength instrument for the polarization explorer balloon-borne experiment: Polarization modulation issues
text, January 2019
- Columbro, F.; Battistelli, E. S.; Coppolecchia, A.
- arXiv