Cody J. Duell, Jason Austermann, James R. Burgoyne, Scott C. Chapman, Steve K. Choi, Abigail T. Crites, Rodrigo G. Freundt, Anthony I. Huber, Zachary B. Huber, Johannes Hubmayr, Ben Keller, Lawrence T. Lin, Alicia M. Middleton, Colin C. Murphy, Michael D. Niemack, Thomas Nikola, Darshan Patel, Adrian K. Sinclair, Ema Smith, Gordon J. Stacey, Anna Vaskuri, Eve M. Vavagiakis, Michael Vissers, Samantha Walker, Jordan Wheeler
{"title":"CCAT: Nonlinear effects in 280 GHz aluminum kinetic inductance detectors","authors":"Cody J. Duell, Jason Austermann, James R. Burgoyne, Scott C. Chapman, Steve K. Choi, Abigail T. Crites, Rodrigo G. Freundt, Anthony I. Huber, Zachary B. Huber, Johannes Hubmayr, Ben Keller, Lawrence T. Lin, Alicia M. Middleton, Colin C. Murphy, Michael D. Niemack, Thomas Nikola, Darshan Patel, Adrian K. Sinclair, Ema Smith, Gordon J. Stacey, Anna Vaskuri, Eve M. Vavagiakis, Michael Vissers, Samantha Walker, Jordan Wheeler","doi":"arxiv-2409.02271","DOIUrl":null,"url":null,"abstract":"Prime-Cam, a first-generation science instrument for the Atacama-based Fred\nYoung Submillimeter Telescope, is being built by the CCAT Collaboration to\nobserve at millimeter and submillimeter wavelengths using kinetic inductance\ndetectors (KIDs). Prime-Cam's 280 GHz instrument module will deploy with two\naluminum-based KID arrays and one titanium nitride-based KID array, totaling\napproximately 10,000 detectors at the focal plane, all of which have been\nfabricated and are currently undergoing testing. One complication of fielding\nlarge arrays of KIDs under dynamic loading conditions is tuning the detector\ntone powers to maximize signal-to-noise while avoiding bifurcation due to the\nnonlinear kinetic inductance. For aluminum-based KIDs, this is further\ncomplicated by additional nonlinear effects which couple tone power to\nresonator quality factors and resonant frequencies. While both nonequilibrium\nquasiparticle dynamics and two-level system fluctuations have been shown to\ngive rise to qualitatively similar distortions, modeling these effects\nalongside nonlinear kinetic inductance is inefficient when fitting thousands of\nresonators on-sky with existing models. For this reason, it is necessary to\nhave a detailed understanding of the nonlinear effects across relevant detector\nloading conditions, including how they impact on on-sky noise and how to\ndiagnose the detector's relative performance. We present a study of the\ncompeting nonlinearities seen in Prime-Cam's 280 GHz aluminum KIDs, with a\nparticular emphasis on the resulting distortions to the resonator line shape\nand how these impact detector parameter estimation.","PeriodicalId":501163,"journal":{"name":"arXiv - PHYS - Instrumentation and Methods for Astrophysics","volume":"77 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - PHYS - Instrumentation and Methods for Astrophysics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2409.02271","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Prime-Cam, a first-generation science instrument for the Atacama-based Fred
Young Submillimeter Telescope, is being built by the CCAT Collaboration to
observe at millimeter and submillimeter wavelengths using kinetic inductance
detectors (KIDs). Prime-Cam's 280 GHz instrument module will deploy with two
aluminum-based KID arrays and one titanium nitride-based KID array, totaling
approximately 10,000 detectors at the focal plane, all of which have been
fabricated and are currently undergoing testing. One complication of fielding
large arrays of KIDs under dynamic loading conditions is tuning the detector
tone powers to maximize signal-to-noise while avoiding bifurcation due to the
nonlinear kinetic inductance. For aluminum-based KIDs, this is further
complicated by additional nonlinear effects which couple tone power to
resonator quality factors and resonant frequencies. While both nonequilibrium
quasiparticle dynamics and two-level system fluctuations have been shown to
give rise to qualitatively similar distortions, modeling these effects
alongside nonlinear kinetic inductance is inefficient when fitting thousands of
resonators on-sky with existing models. For this reason, it is necessary to
have a detailed understanding of the nonlinear effects across relevant detector
loading conditions, including how they impact on on-sky noise and how to
diagnose the detector's relative performance. We present a study of the
competing nonlinearities seen in Prime-Cam's 280 GHz aluminum KIDs, with a
particular emphasis on the resulting distortions to the resonator line shape
and how these impact detector parameter estimation.