Code excited linear prediction codec for electrocardiogram

Shubhadeep Banik, Roshan J. Martis, Dayananda Nayak

Research output: Contribution to journalArticle

4 Citations (Scopus)

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.

Original languageEnglish
Pages (from-to)160-163
Number of pages4
JournalAnnual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
Volume26 I
Publication statusPublished - 2004

Fingerprint

Electrocardiography
Mean square error
Telemetry
Telemetering
Transmitters

All Science Journal Classification (ASJC) codes

  • Signal Processing
  • Biomedical Engineering
  • Computer Vision and Pattern Recognition
  • Health Informatics

Cite this

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Code excited linear prediction codec for electrocardiogram. / Banik, Shubhadeep; Martis, Roshan J.; Nayak, Dayananda.

In: Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, Vol. 26 I, 2004, p. 160-163.

Research output: Contribution to journalArticle

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