CONCERTO: Digital processing for finding and tuning LEKIDs

We describe the on-line algorithms developed to probe Lumped Element Kinetic Inductance Detectors (LEKID) in this paper. LEKIDs are millimeter wavelength detectors for astronomy. LEKID arrays are currently operated in different instruments as: NIKA2 at the IRAM telescope in Spain, KISS at the Teide Observatory telescope in Tenerife, and CONCERTO at the APEX 12-meter telescope in Chile. LEKIDs are superconducting microwave resonators able to detect the incoming light at millimeter wavelengths and they are well adapted for frequency multiplexing (currently up to 360 pixels on a single microwave guide). Nevertheless, their use for astronomical observations requires specific readout and acquisition systems both to deal with the instrumental and multiplexing complexity, and to adapt to the observational requirements (e.g. fast sampling rate, background variations, on-line calibration, photometric accuracy, etc). This paper presents the different steps of treatment from identifying the resonance frequency of each LEKID to the continuous automatic control of drifting LEKID resonance frequencies induced by background variations.

[1]  C. Vescovi,et al.  CONCERTO: readout and control electronics , 2022, Journal of Instrumentation.

[2]  P. Bernardis,et al.  Accurate sky signal reconstruction for ground-based spectroscopy with kinetic inductance detectors , 2021, Astronomy & Astrophysics.

[3]  B. Mazin,et al.  End-to-end Deep Learning Pipeline for Microwave Kinetic Inductance Detector (MKID) Resonator Identification and Tuning , 2021, Journal of Astronomical Telescopes, Instruments, and Systems.

[4]  O. Guyon,et al.  The MKID Exoplanet Camera for Subaru SCExAO , 2020, Publications of the Astronomical Society of the Pacific.

[5]  P. Mauskopf,et al.  A wide field-of-view low-resolution spectrometer at APEX: Instrument design and scientific forecast , 2020, Astronomy & Astrophysics.

[6]  S. Masi,et al.  The KISS Experiment , 2019, Journal of Low Temperature Physics.

[7]  Enzo Pascale,et al.  The NIKA2 large-field-of-view millimetre continuum camera for the 30 m IRAM telescope , 2017, 1707.00908.

[8]  C. Vescovi,et al.  NIKEL_AMC: readout electronics for the NIKA2 experiment , 2016, 1602.01288.

[9]  P. Ade,et al.  Performance and calibration of the NIKA camera at the IRAM 30 m telescope , 2014, 1402.0260.

[10]  N. Ponthieu,et al.  Improved mm-wave photometry for kinetic inductance detectors , 2013 .

[11]  A. Benoit,et al.  Electronics and data acquisition for kilopixels kinetic inductance camera , 2012, Other Conferences.

[12]  M. Calvo,et al.  NIKEL: Electronics and data acquisition for kilopixels kinetic inductance camera , 2012, 1204.1415.

[13]  Jonas Zmuidzinas,et al.  Superconducting Microresonators: Physics and Applications , 2012 .

[14]  J. J. A. Baselmans,et al.  A DUAL-BAND MILLIMETER-WAVE KINETIC INDUCTANCE CAMERA FOR THE IRAM 30 m TELESCOPE , 2011, 1102.0870.