• DocumentCode
    429053
  • Title

    Code excited linear prediction codec for electrocardiogram

  • Author

    Banik, Shubhadeep ; Martis, Roshan J. ; Nayak, Dayananda

  • Author_Institution
    Electron. & Commun. Eng., MIT, Manipal, India
  • Volume
    1
  • fYear
    2004
  • fDate
    1-5 Sept. 2004
  • Firstpage
    160
  • Lastpage
    163
  • Abstract
    In This work we propose a CELP ECG codec for medical telemetry. The encoding algorithm is based on code-excited linear prediction (CELP). The general framework proposed is: QRS detection, calculation of LPC parameter, generation of residual error signal, codebook generation, MSE (mean square error) search. The codebook is generated for residual error. The indices of the codebook and corresponding LPC parameters are transmitted where the minimum MSE occurs. A replica of the transmitter codebook is present at the receiver. Corresponding to the received index value residual error coefficients are retrieved from the receiver codebook. The ECG signal is reconstructed from the retrieved code word.
  • Keywords
    biomedical telemetry; electrocardiography; linear predictive coding; mean square error methods; medical signal processing; signal reconstruction; QRS detection; code excited linear prediction codec; codebook generation; electrocardiogram; encoding algorithm; mean square error; medical telemetry; residual error signal; signal reconstruction; Bandwidth; Biomedical engineering; Biomedical monitoring; Codecs; Electrocardiography; Filters; Linear predictive coding; Medical diagnostic imaging; Signal generators; Signal synthesis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
  • Conference_Location
    San Francisco, CA
  • Print_ISBN
    0-7803-8439-3
  • Type

    conf

  • DOI
    10.1109/IEMBS.2004.1403116
  • Filename
    1403116