Application of the Max-Lloyd quantizer for ECG compression in diving mammals

Comput Methods Programs Biomed. 2004 Jan;73(1):13-21. doi: 10.1016/s0169-2607(03)00016-6.

Abstract

This article presents a practical implementation of an ECG compression algorithm using a Max-Lloyd quantizer, to optimize the low resources of an ECG acquisition and transmission system (telemetry system) for dolphins and human divers. The algorithm scheme is based on a first-order differential pulse code modulation (DPCM) and uses a Max-Lloyd quantizer to code the difference between the current and predicted samples. The use of the non-uniform quantizer instead of a uniform quantizer improves the percent root mean-square difference (PRD), thereby producing a low distortion in the reconstructed signals. Due to its low computational complexity, the compression process can be accomplished on-line during the ECG acquisition process.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms*
  • Animals
  • Diving / physiology*
  • Dolphins / physiology*
  • Electrocardiography*
  • Humans