Literature DB >> 17271630

Code excited linear prediction codec for electrocardiogram.

Shubhadeep Banik1, Roshan Martis, Dayananda Nayak.   

Abstract

In this paper 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.

Year:  2004        PMID: 17271630     DOI: 10.1109/IEMBS.2004.1403116

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  1 in total

1.  Automated screening of arrhythmia using wavelet based machine learning techniques.

Authors:  Roshan Joy Martis; M Muthu Rama Krishnan; Chandan Chakraborty; Sarbajit Pal; Debranjan Sarkar; K M Mandana; Ajoy Kumar Ray
Journal:  J Med Syst       Date:  2010-06-16       Impact factor: 4.460

  1 in total

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