• DocumentCode
    2557039
  • Title

    PET DAQ system for compressed sensing detector modules

  • Author

    Ealgoo Kim ; Key Jo Hong ; Olcott, P.D. ; Levin, Craig S.

  • Author_Institution
    Dept. of Radiol. & Electr. Eng., Mol. Imaging Program at Stanford (MIPS), Stanford, CA, USA
  • fYear
    2012
  • fDate
    Oct. 27 2012-Nov. 3 2012
  • Firstpage
    2798
  • Lastpage
    2801
  • Abstract
    We developed a data acquisition (DAQ) system for positron emission tomography (PET) that can efficiently process detector module signals with compressed sensing multiplexing schemes. This multiplexing scheme has a multiplexing ratio of 8:1 and the capability to resolve multi-hit events or light sharing events even at very high singles rates. To process the compressed signals, a conventional DAQ system structure had to be modified. It needs to process 16 ADC channels simultaneously and process large coincidence packets efficiently. We design simultaneous 32 channel ADC sampling scheme to process 16 channel simultaneously at the FPGA. The "asymmetric coincidence processing" was used for coincidence identification which reduced the required network speed. The measured maximum singles events rate was 3.6 Mevent/s per compressed sensing processor which will be 74.7 Mevent/s for all the system. Identified coincidences could be downloaded to a data acquisition PC at 1.2 Mevent/s at maximum. Other free-running analog-to-digital converter (A DC) based systems can also benefit from the proposed asymmetric processing scheme to increase system throughput. Index TermsPositron emission tomography (PET), data acquisition system (DAQ), compressed sensing, coincidence event processing, asymmetric coincidence processing.
  • Keywords
    analogue-digital conversion; compressed sensing; data acquisition; microprocessor chips; positron emission tomography; ADC channels; ADC sampling scheme; PET DAQ system; asymmetric coincidence processing; asymmetric processing scheme; coincidence identification; coincidence packets; compressed sensing detector modules; compressed sensing multiplexing schemes; compressed sensing processor; compressed signals; data acquisition PC; detector module signals; free-running analog-to-digital converter based systems; light sharing events; multihit events; positron emission tomography; system throughput; Positron emission tomography (PET); asymmetric coincidence processing; coincidence event processing; compressed sensing; data acquisition system (DAQ);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 2012 IEEE
  • Conference_Location
    Anaheim, CA
  • ISSN
    1082-3654
  • Print_ISBN
    978-1-4673-2028-3
  • Type

    conf

  • DOI
    10.1109/NSSMIC.2012.6551638
  • Filename
    6551638