• DocumentCode
    3081586
  • Title

    A fast and accurate FPGA based QRS detection system

  • Author

    Shukla, Ashish ; Macchiarulo, Luca

  • Author_Institution
    Department of Electrical Engineering, University of Hawaii at Manoa, USA
  • fYear
    2008
  • fDate
    20-25 Aug. 2008
  • Firstpage
    4828
  • Lastpage
    4831
  • Abstract
    An accurate Field Programmable Gate Array (FPGA) based ECG Analysis system is described in this paper. The design, based on a popular software based QRS detection algorithm, calculates the threshold value for the next peak detection cycle, from the median of eight previously detected peaks. The hardware design has accuracy in excess of 96% in detecting the beats correctly when tested with a subset of five 30 minute data records obtained from the MIT-BIH Arrhythmia database. The design, implemented using a proprietary design tool (System Generator®), is an extension of our previous work and uses 76% resources available in a small-sized FPGA device (Xilinx Spartan® xc3s500), has a higher detection accuracy as compared to our previous design and takes almost half the analysis time in comparison to software based approach.
  • Keywords
    Algorithm design and analysis; Electrocardiography; Field programmable gate arrays; Filtering algorithms; Hardware; Heart; Iterative algorithms; Iterative methods; Rhythm; Testing; Algorithms; Diagnosis, Computer-Assisted; Electrocardiography; Equipment Design; Equipment Failure Analysis; Humans; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
  • Conference_Location
    Vancouver, BC
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-1814-5
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2008.4650294
  • Filename
    4650294