• DocumentCode
    2561044
  • Title

    Template Matching Compression Algorithm for Wearable ECG Measurement System Based on Multi Wireless Transmission Platform

  • Author

    Tae-Young Kim ; Yun-Hong Noh ; Do-Un Jeong

  • Author_Institution
    Dept. Ubiquitous IT Eng., Dongseo Univ., Busan, South Korea
  • fYear
    2015
  • fDate
    24-27 March 2015
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    In this paper, a template matching based ECG compression algorithm for wearable ECG measurement system is proposed and implemented. First of all, R-peak is detected in the ECG signal. Then, from the point of R-peak, we extract the information of QRS complex, PQ, and ST section to create a template for each of the interval. Template code is saved for the use of comparing real time input ECG. R-peak is detected in the pre-processing step from a normalized signal in 0 and 1 basis, and adaptive threshold is applied for good R-peak detection accuracy. Template for PQ interval, QRS complex, ST interval is created. Only template code that closely matched with the input signal is saved. The determining factor for "closely matched" is based on the calculation of MSE value after comparing the template with each of the intervals (PQ interval, QRS complex and ST interval) with real time input ECG signal. The performance of the algorithm is evaluated by using the Massachusetts Institute of Technology-Boston\´s Beth Israel Hospital Normal Sinus Rhythm Database and different sampling record. The highest compression ratio is 15.2:1. The accuracy of the R-peak detection is 100%.
  • Keywords
    compressed sensing; electrocardiography; medical signal detection; R-peak detection; adaptive threshold; compression ratio; multiwireless transmission platform; template matching based ECG compression algorithm; wearable ECG measurement system; Biomedical monitoring; Bluetooth; Compression algorithms; Electrocardiography; Real-time systems; Transceivers; Zigbee; ECG; Multi; Tempate matching; Wearable; compression;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Information Networking and Applications Workshops (WAINA), 2015 IEEE 29th International Conference on
  • Conference_Location
    Gwangiu
  • Print_ISBN
    978-1-4799-1774-7
  • Type

    conf

  • DOI
    10.1109/WAINA.2015.70
  • Filename
    7096137