The Sliding Flux Ramp Demodulation Algorithm with High Sampling Rate in Microwave SQUID Multiplexer

Fuente: arXiv
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Autores principales: Liao, Guofu, Liu, Congzhan, Li, Zhengwei, Yan, Daikang, Ren, Xiangxiang, Zhang, Yongjie, Zhang, Laiyu, Xu, Yu, Shu, Shibo, Gao, He, Zhang, Yifei, Lu, Xuefeng, Li, Xufang, Xu, He, Wu, Di
Formato: Preprint
Publicado: 2025
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author Liao, Guofu
Liu, Congzhan
Li, Zhengwei
Yan, Daikang
Ren, Xiangxiang
Zhang, Yongjie
Zhang, Laiyu
Xu, Yu
Shu, Shibo
Gao, He
Zhang, Yifei
Lu, Xuefeng
Li, Xufang
Xu, He
Wu, Di
author_facet Liao, Guofu
Liu, Congzhan
Li, Zhengwei
Yan, Daikang
Ren, Xiangxiang
Zhang, Yongjie
Zhang, Laiyu
Xu, Yu
Shu, Shibo
Gao, He
Zhang, Yifei
Lu, Xuefeng
Li, Xufang
Xu, He
Wu, Di
contents Microwave SQUID Multiplexing (uMUX) is a widely used technique in the low temperature detectors community as it offers high capacity of reading out large scale Transition-Edge Sensor (TES) arrays. In this paper, we propose a Sliding Flux Ramp Demodulation (SFRD) algorithm for uMUX readout system. It can achieve a sampling rate in the order of MHz while maintaining a multiplexing ratio about one thousand. Advancing of this large array readout technique makes it possible to observe scientiffc objects with improved time resolution and event count rate. This will be highly helpful for TES calorimeters in X-ray applications, such as X-ray astrophysics missions.
format Preprint
id arxiv_https___arxiv_org_abs_2502_12550
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle The Sliding Flux Ramp Demodulation Algorithm with High Sampling Rate in Microwave SQUID Multiplexer
Liao, Guofu
Liu, Congzhan
Li, Zhengwei
Yan, Daikang
Ren, Xiangxiang
Zhang, Yongjie
Zhang, Laiyu
Xu, Yu
Shu, Shibo
Gao, He
Zhang, Yifei
Lu, Xuefeng
Li, Xufang
Xu, He
Wu, Di
High Energy Physics - Experiment
Instrumentation and Methods for Astrophysics
Microwave SQUID Multiplexing (uMUX) is a widely used technique in the low temperature detectors community as it offers high capacity of reading out large scale Transition-Edge Sensor (TES) arrays. In this paper, we propose a Sliding Flux Ramp Demodulation (SFRD) algorithm for uMUX readout system. It can achieve a sampling rate in the order of MHz while maintaining a multiplexing ratio about one thousand. Advancing of this large array readout technique makes it possible to observe scientiffc objects with improved time resolution and event count rate. This will be highly helpful for TES calorimeters in X-ray applications, such as X-ray astrophysics missions.
title The Sliding Flux Ramp Demodulation Algorithm with High Sampling Rate in Microwave SQUID Multiplexer
topic High Energy Physics - Experiment
Instrumentation and Methods for Astrophysics
url https://arxiv.org/abs/2502.12550