Characterization of PET Data Acquisition System with Compressed Sensing Detectors

被引:0
|
作者
Chang, Chen-Ming [1 ]
Olcott, Peter D. [1 ]
Hong, Key Jo [1 ]
Grant, Alexander M. [1 ]
Lee, Brian J. [1 ]
Kim, Ealgoo [1 ]
Levin, Craig S.
机构
[1] Stanford Univ MIPS, Dept Radiol, Stanford, CA 94305 USA
基金
新加坡国家研究基金会;
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We evaluated the timing performance of our data acquisition system (DAQ) with compressed sensing detectors we used in a PET insert for simultaneous PET/MR brain imaging. Compressed sensing is a promising multiplexing method that can achieve high multiplexing ratio while resolving simultaneous hits on multiple pixels without serious degradation of timing and energy resolution for positron emission tomography (PET) scanners. In our compressed sensing detector, each of the 128 silicon photomultiplier (SiPM) pixels produces a unique pattern on the 16 read out channels (the multiplexing ratio is 8: 1), which are digitized and recorded at the DAQ system. The unique decoding pattern for each SiPM is used to recover the crystal indexes. In this study, we used a 10 mu Ci Na-22 radioactive point source to evaluate the coincidence timing resolution across the two lutetium-yttrium orthosilicate (LYSO) based block detectors. We also measured the timing integral non-linearity of the DAQ system by using a pulser to trigger both detectors with the triggering pulses for one detector offset by sequential similar to 2 ns steps. The integral non-linearity of the DAQ system is similar to 0.3 ns across the entire ADC sampling period, which is below the timing resolution for the measurements using a pulser as input (similar to 1.0 ns FWHM). The coincidence timing resolution measured with a 22Na source over the entire 128 crystal block is 5.98 +/- 0.09 ns. Possible factors that are limiting the current timing performance are also presented.
引用
收藏
页数:3
相关论文
共 50 条
  • [31] Dictionary Learning in Compressed Sensing Using Undersampled Data in PET Imaging
    Valiollahzadeh, S.
    Clark, J.
    Mawlawi, O.
    MEDICAL PHYSICS, 2013, 40 (06)
  • [32] Data Traffic Reduction with Compressed Sensing in an AIoT System
    Kwon, Hye-Min
    Hong, Seng-Phil
    Kang, Mingoo
    Seo, Jeongwook
    CMC-COMPUTERS MATERIALS & CONTINUA, 2022, 70 (01): : 1769 - 1780
  • [33] Parallel readout electronics and data acquisition for SSPM-based PET detectors
    Sun, Xishan
    Shao, Yiping
    Lan, Kejian
    Bircher, Chad
    JOURNAL OF NUCLEAR MEDICINE, 2011, 52
  • [34] REDUCING DATA ACQUISITION FOR FAST STRUCTURED ILLUMINATION MICROSCOPY USING COMPRESSED SENSING
    Meiniel, William
    Spinicelli, Piernicola
    Angelini, Elsa D.
    Fragola, Alexandra
    Loriette, Vincent
    Orieux, Francois
    Sepulveda, Eduardo
    Olivo-Marin, Jean-Christophe
    2017 IEEE 14TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2017), 2017, : 32 - 35
  • [35] Reducing acquisition time in clinical MRI by data undersampling and compressed sensing reconstruction
    Hollingsworth, Kieren Grant
    PHYSICS IN MEDICINE AND BIOLOGY, 2015, 60 (21): : R297 - R322
  • [36] Compressed Sensing Signal and Data Acquisition in Wireless Sensor Networks and Internet of Things
    Li, Shancang
    Xu, Li Da
    Wang, Xinheng
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2013, 9 (04) : 2177 - 2186
  • [37] Design and Analysis of Compressed Sensing Radar Detectors
    Anitori, Laura
    Maleki, Arian
    Otten, Matern
    Baraniuk, Richard G.
    Hoogeboom, Peter
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2013, 61 (04) : 813 - 827
  • [38] System identification for data acquisition characterization
    Vandersteen, G
    Rolain, Y
    Schoukens, J
    WHERE INSTRUMENTATION IS GOING - CONFERENCE PROCEEDINGS, VOLS 1 AND 2, 1998, : 1211 - 1216
  • [39] DATA-ACQUISITION SYSTEM FOR DARK-MATTER DETECTORS
    SAGDEEV, IR
    DRUKIER, AK
    WELSH, DJ
    JOURNAL OF LOW TEMPERATURE PHYSICS, 1993, 93 (3-4) : 761 - 766
  • [40] Microcontroller based data acquisition system for silicon photomultiplier detectors
    Ryder, N. C.
    JOURNAL OF INSTRUMENTATION, 2013, 8