A weighted analysis to improve the X-ray polarization sensitivity of IXPE
arXiv:2202.01093 · doi:10.3847/1538-3881/ac51c9
Abstract
IXPE is a Small Explorer mission that was launched at the end of 2021 to measure the polarization of X-ray emission from tens of astronomical sources. Its focal plane detectors are based on the Gas Pixel Detector, which measures the polarization by imaging photoelectron tracks in a gas mixture and reconstructing their initial directions. The quality of the single track, and then the capability of correctly determining the original direction of the photoelectron, depends on many factors, e.g., whether the photoelectron is emitted at low or high inclination with respect to the collection plane or the occurrence of a large Coulomb scattering close to the generation point. The reconstruction algorithm used by IXPE to obtain the photoelectron emission direction, also calculates several properties of the shape of the tracks which characterize the process. In this paper we compare several such properties and identify the best one to weight each track on the basis of the reconstruction accuracy. We demonstrate that significant improvement in sensitivity can be achieved with this approach and for this reason it will be the baseline for IXPE data analysis.
16 pages, 2 Tables, 8 Figures Accepted for publication The Astronomical Journal
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Cited by in corpus (48)
- ixpeobssim: a Simulation and Analysis Framework for the Imaging X-ray Polarimetry Explorer
- Handling Background in IXPE polarimetric data
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- Determination of X-ray pulsar geometry with IXPE polarimetry
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- Polarization constraints on the X-ray corona in Seyfert Galaxies: MCG-05-23-16
- The X-ray polarimetry view of the accreting pulsar Cen X-3
- X-ray Polarization Observations of BL Lacertae
- Magnetic Field Properties inside the Jet of Mrk 421: Multiwavelength Polarimetry Including the Imaging X-ray Polarimetry Explorer
- Mapping the circumnuclear regions of the Circinus galaxy with the Imaging X-ray Polarimetry Explorer
- X-ray polarization detection of Cassiopeia A with IXPE
- Highly Significant Detection of X-Ray Polarization from the Brightest Accreting Neutron Star Sco X-1
- First detection of X-ray polarization from the accreting neutron star 4U 1820-303
- X-ray polarimetry reveals the magnetic field topology on sub-parsec scales in Tycho's supernova remnant
- Calibration of the IXPE focal plane X-ray polarimeters to polarized radiation
- X-Ray Polarized View on the Accretion Geometry in the X-Ray Binary Circinus X-1
- A polarimetrically oriented X-ray stare at the accreting pulsar EXO 2030+375
- Ultrasoft state of microquasar Cygnus X-3: X-ray polarimetry reveals the geometry of astronomical puzzle
- Limits on X-ray Polarization at the Core of Centaurus A as Observed with the Imaging X-ray Polarimetry Explorer
- Observations of 4U 1626-67 with the Imaging X-ray Polarimetry Explorer
- Discovery of a strong rotation of the X-ray polarization angle in the galactic burster GX 13+1
- New polarimetric study of the galactic X-ray burster GX 13+1
- A second view on the X-ray polarization of NGC 4151 with IXPE
- X-ray polarization measurement of the gold standard of radio-quiet active galactic nuclei : NGC 1068
- Studying geometry of the ultraluminous X-ray pulsar Swift J0243.6+6124 using X-ray and optical polarimetry
- X-ray spectro-polarimetric characterization of GX 340+0 in the horizontal branch: a highly inclined source?
- High optical to X-ray polarization ratio reveals Compton scattering in BL Lacertae's jet
- Probing the polarized emission from SMC X-1: the brightest X-ray pulsar observed by IXPE
- Discovery of a shock-compressed magnetic field in the north-western rim of the young supernova remnant RX J1713.7-3946 with X-ray polarimetry
- Discovery of Polarized X-Ray Emission from the Accreting Millisecond Pulsar SRGA J144459.2-604207
- Constraining the geometry of the dipping atoll 4U 1624-49 with X-ray spectroscopy and polarimetry
- X-ray Dips and Polarization Angle Swings in GX 13+1
- IXPE Observation of the Low-Synchrotron Peaked Blazar S4 0954+65 During An Optical-X-ray Flare
- X-ray Polarization of the High-Synchrotron-Peak BL Lacertae Object 1ES 1959+650 during Intermediate and High X-ray Flux States
- Joint machine learning and analytic track reconstruction for X-ray polarimetry with gas pixel detectors
- Analysis of the data from photoelectric gas polarimeters
- Polarized multiwavelength emission from pulsar wind - accretion disk interaction in a transitional millisecond pulsar
- X-ray spectropolarimetric characterization of the Z-source GX 340+0 in the normal branch
- Advanced Weights for IXPE Polarization Analysis
- Exploring polarization and geometry in the X-ray pulsar 4U 1538-52
- Spatially resolved polarization variation of the Crab Nebula
- IXPE view of the Sco-like source GX 349+2 in the normal branch
- First Detection of X-ray Polarization and Its Short-term Increase Pre- and Post-Eclipse in HMXB 4U 1700-377
- Spectro-polarimetric study to constrain accretion-ejection properties of MCG-5-23-16 using IXPE and NuSTAR observations
- Probing the polarized emission from the accretion-powered pulsar 4U 1907+09 with IXPE
- Deep Probabilistic Direction Prediction in 3D with Applications to Directional Dark Matter Detectors
- X-ray polarization of Z-type neutron star low-mass X-ray binaries -- II. Spectropolarimetric analysis