• DocumentCode
    2170938
  • Title

    An Adaptive Threshold Algorithm Combining Shifting Window Difference and Forward-Backward Difference in Real-Time R-Wave Detection

  • Author

    She, Lihuang ; Wang, Guohua ; Zhang, Shi ; Zhao, Jinshuan

  • Author_Institution
    Sch. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
  • fYear
    2009
  • fDate
    17-19 Oct. 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Most ECG diagnosis techniques require an accurate detection of the R-wave, so R-wave detection is important in ECG signal analysis. This paper presents a new real-time R-wave detection algorithm combining adaptive Shifting Window Difference Threshold (SWDT) and Forward-Backward Difference Threshold (FBDT). The algorithm can eliminate or weaken the impact of the high P-wave, high T-wave and other high-frequency interference signals onto the detection of R-wave. It can solve the problem of heavily loaded computation caused by the complicated algorithm of the traditional theory, and has been implemented on a Portable Single-lead ECG Monitor (PSEM) developed by authors. Finally, the algorithm was simulated by the American MIT-BIH Arrhythmia Database with an average detection error rate (DER) 0.2%. Some real data was also collected by our PSEM from several patients. Experimental results indicated that the proposed algorithm was simple, effective, robust, accurate and suitable for application in the embedded system.
  • Keywords
    electrocardiography; filtering theory; medical signal processing; American MIT-BIH Arrhythmia Database; ECG diagnosis techniques; ECG signal analysis; R-wave detection; adaptive threshold algorithm; average detection error rate; forward-backward difference; high-frequency interference signals; portable single-lead ECG monitor; real-time R-wave; shifting window difference; Computational modeling; Databases; Detection algorithms; Electrocardiography; Error analysis; Interference elimination; Patient monitoring; Portable computers; Signal analysis; Signal detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
  • Conference_Location
    Tianjin
  • Print_ISBN
    978-1-4244-4129-7
  • Electronic_ISBN
    978-1-4244-4131-0
  • Type

    conf

  • DOI
    10.1109/CISP.2009.5304666
  • Filename
    5304666