Development of realistic simulations for the polarization of the cosmic microwave background
Fuente:
arXiv
Salvato in:
| Autore principale: | |
|---|---|
| Natura: | Preprint |
| Pubblicazione: |
2024
|
| Soggetti: | |
| Accesso online: | |
| Tags: |
Aggiungi Tag
Nessun Tag, puoi essere il primo ad aggiungerne!!
|
| _version_ | 1866914798065680384 |
|---|---|
| author | Monelli, Marta |
| author_facet | Monelli, Marta |
| contents | Polarization of the cosmic microwave background (CMB) can help probe cosmic inflation (via primordial $B$ modes) and test parity-violating physics (via cosmic birefringence), but realizing the potential of these opportunities requires precise control and mitigation of systematic effects. To this end, some experiments (including LiteBIRD) will use rotating half-wave plates (HWPs) as polarization modulators. Ideally, this choice should remove the $1/f$ noise component in the observed polarization and reduce intensity-to-polarization leakage, but any real HWP is characterized by non-idealities that, if not properly treated in the analysis, can lead to new systematics. In this thesis, after briefly introducing the science case, we discuss the macro steps that make up any CMB experiment, introduce the HWP, and present a new time-ordered data (TOD) simulation pipeline tailored to a LiteBIRD-like experiment that returns TOD and binned maps for realistic beams and HWPs. We show that the simulation framework can be used to study how the HWP non-idealities affect the measured cosmic birefringence angle, resulting in a few degrees bias for a realistic choice of HWP. We also derive analytical formulae to model the observed temperature and polarization maps and test them against the simulations. Finally, we present a simple, semi-analytical end-to-end model to propagate the non-idealities through the macro-steps that make up any CMB experiment (observation of multi-frequency maps, foreground cleaning, and power spectra estimation) and compute the HWP-induced bias on the estimated tensor-to-scalar ratio, $r$, finding that the HWP leads to underestimating $r$. We also show how gain calibration of the CMB temperature can be used to partially mitigate the non-idealities' effect and present a set of recommendations for the HWP design that can help maximize the benefits of gain calibration. [abridged] |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2405_05651 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Development of realistic simulations for the polarization of the cosmic microwave background Monelli, Marta Cosmology and Nongalactic Astrophysics Instrumentation and Methods for Astrophysics Polarization of the cosmic microwave background (CMB) can help probe cosmic inflation (via primordial $B$ modes) and test parity-violating physics (via cosmic birefringence), but realizing the potential of these opportunities requires precise control and mitigation of systematic effects. To this end, some experiments (including LiteBIRD) will use rotating half-wave plates (HWPs) as polarization modulators. Ideally, this choice should remove the $1/f$ noise component in the observed polarization and reduce intensity-to-polarization leakage, but any real HWP is characterized by non-idealities that, if not properly treated in the analysis, can lead to new systematics. In this thesis, after briefly introducing the science case, we discuss the macro steps that make up any CMB experiment, introduce the HWP, and present a new time-ordered data (TOD) simulation pipeline tailored to a LiteBIRD-like experiment that returns TOD and binned maps for realistic beams and HWPs. We show that the simulation framework can be used to study how the HWP non-idealities affect the measured cosmic birefringence angle, resulting in a few degrees bias for a realistic choice of HWP. We also derive analytical formulae to model the observed temperature and polarization maps and test them against the simulations. Finally, we present a simple, semi-analytical end-to-end model to propagate the non-idealities through the macro-steps that make up any CMB experiment (observation of multi-frequency maps, foreground cleaning, and power spectra estimation) and compute the HWP-induced bias on the estimated tensor-to-scalar ratio, $r$, finding that the HWP leads to underestimating $r$. We also show how gain calibration of the CMB temperature can be used to partially mitigate the non-idealities' effect and present a set of recommendations for the HWP design that can help maximize the benefits of gain calibration. [abridged] |
| title | Development of realistic simulations for the polarization of the cosmic microwave background |
| topic | Cosmology and Nongalactic Astrophysics Instrumentation and Methods for Astrophysics |
| url | https://arxiv.org/abs/2405.05651 |