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Performance Assessment of Different Pulse Reconstruction Algorithms for the ATHENA X-Ray Integral Field UnitThe X-ray Integral Field Unit (X-IFU) microcalorimeter, on-board Athena, with its focal plane comprising 3840 Transition Edge Sensors (TESs) operating at 90 mK, will provide unprecedented spectral-imaging capability in the 0.2-12 keV energy range. It will rely on the on-board digital processing of current pulses induced by the heat deposited in the TES absorber, as to recover the energy of each individual events. Assessing the capabilities of the pulse reconstruction is required to understand the overall scientific performance of the X-IFU, notably in terms of energy resolution degradation with both increasing energies and count rates. Using synthetic data streams generated by the X-IFU End-to-End simulator, we present here a comprehensive benchmark of various pulse reconstruction techniques, ranging from standard optimal filtering to more advanced algorithms based on noise covariance matrices. Beside deriving the spectral resolution achieved by the different algorithms, a first assessment of the computing power and ground calibration needs is presented. Overall, all methods show similar performances, with the reconstruction based on noise covariance matrices showing the best improvement with respect to the standard optimal filtering technique. Due to prohibitive calibration needs, this method might however not be applicable to the X-IFU and the best compromise currently appears to be the so-called resistance space analysis which also features very promising high count rate capabilities.
Document ID
20170005827
Acquisition Source
Goddard Space Flight Center
Document Type
Conference Paper
External Source(s)
Authors
Peille, Phillip
(Research Inst. in Astrophysics and Planetology (IRAP) Toulouse, France)
Ceballos, Maria Teresa
(Instituto de Fisica Cantabria (CSIC-UC) Santander, Spain)
Cobo, Beatriz
(Instituto de Fisica Cantabria (CSIC-UC) Santander, Spain)
Wilms, Joern
(Erlangen-Nuernberg Univ. Bamberg, Germany)
Bandler, Simon
(NASA Goddard Space Flight Center Greenbelt, MD United States)
Smith, Stephen J.
(Maryland Univ. Baltimore County Baltimore, MD, United States)
Dauser, Thomas
(Erlangen-Nuernberg Univ. Bamberg, Germany)
Brand, Thorsten
(Erlangen-Nuernberg Univ. Bamberg, Germany)
Den Haretog, Roland
(Space Research Organization Netherlands Utrecht, Netherlands)
de Plaa, Jelle
(Space Research Organization Netherlands Utrecht, Netherlands)
Barret, Didier
(Research Inst. in Astrophysics and Planetology (IRAP) Toulouse, France)
Den Herder, Jan-Willem
(Research Inst. in Astrophysics and Planetology (IRAP) Toulouse, France)
Piro, Luigi
(Istituto di Astrofisica e Planetologia Spaziale (INAF-IAPS) Rome, Italy)
Barcons, Xavier
(Instituto de Fisica Cantabria (CSIC-UC) Santander, Spain)
Pointecouteau, Etienne
(Research Inst. in Astrophysics and Planetology (IRAP) Toulouse, France)
Date Acquired
June 28, 2017
Publication Date
July 11, 2016
Publication Information
Publication: SPIE Proceedings
Publisher: SPIE
Volume: 9905
Subject Category
Astrophysics
Report/Patent Number
GSFC-E-DAA-TN43500
Funding Number(s)
CONTRACT_GRANT: NNG17PT01A
CONTRACT_GRANT: NNG17PT01A
Distribution Limits
Public
Copyright
Other
Keywords
microcalorimeters
performance analysis
X-rays
X-IFU
pulse reconstruction
Athena

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