• DocumentCode
    471591
  • Title

    A Comparison of Real-Time Performance of Signal Processing Algorithms for Minimum Latency Detection of Hypovolemic States

  • Author

    Jovanov, Emil ; Cox, Paul ; Saul, J. Philip ; Salinas, Jose ; Ryan, Kathy L. ; Convertino, Victor A.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Alabama Univ., Huntsville, AL
  • fYear
    2006
  • fDate
    Aug. 30 2006-Sept. 3 2006
  • Firstpage
    1674
  • Lastpage
    1677
  • Abstract
    Algorithms for real-time ambulatory monitoring of physiological signals often run on platforms which have very limited processing power and memory. Therefore, in addition to functionality, it is necessary to carefully consider real-time performance requirements. This is particularly important for physiological monitoring of life threatening conditions such as hemorrhage. In this paper we present a comparison of several algorithms as candidates for implementation on a prehospital ambulatory monitor of hypovolemic states. The algorithms were tested on data from lower body negative pressure (LBNP) experiments that were used to simulate hypovolemic states. We also present a promising real-time wavelet algorithm for heart rate variability (HRV) processing in prehospital ambulatory monitoring applications
  • Keywords
    blood; cardiology; diseases; medical signal processing; patient monitoring; wavelet transforms; heart rate variability processing; hemorrhage; hypovolemic state; life threatening condition; lower body negative pressure; minimum latency detection; physiological signal; prehospital ambulatory monitor applications; real-time ambulatory monitoring; real-time wavelet algorithm; signal processing algorithm; Biological system modeling; Biomedical monitoring; Blood; Computerized monitoring; Delay; Heart rate variability; Hemorrhaging; Humans; Patient monitoring; Signal processing algorithms; Heart Rate Variability; Hemorrhage; Hypovolemic states; Performance; Real-time processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
  • Conference_Location
    New York, NY
  • ISSN
    1557-170X
  • Print_ISBN
    1-4244-0032-5
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2006.260196
  • Filename
    4462092