Adaptive data compression of ambulatory ECG using multi templates

K. Akazawa, Takanori Uchiyama, S. Tanaka, A. Sasamori, E. Harasawa

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

This paper proposes a new adaptive method of data compression for digital ambulatory electrocardiogram (ECG), considering diagnostic significance of each segment of ECG. R-wave is detected, followed by multi template matching of the detected beat and judgment of noise level; the templates are successively created during processing. The residual signal (difference between the original ECG and the best-fit template) is approximated with FAN (SAPA2) method and then encoded. The error threshold of FAN is decreased during P-wave segments and increased during noise segments; the maximum error of the reconstructed signal at each time is known. This method is applied to ECGs of the AHA (American Heart Association) database and its usefulness is indicated; e.g., bit rate is approximately 400bps at 8% PRD and 200bps at 15% PRD.

Original languageEnglish
Title of host publicationComputers in Cardiology
PublisherPubl by IEEE
Pages495-498
Number of pages4
ISBN (Print)0818654708
Publication statusPublished - 1993
Externally publishedYes
EventProceedings of the 1993 Conference on Computers in Cardiology - London, UK
Duration: 1993 Sep 51993 Sep 8

Other

OtherProceedings of the 1993 Conference on Computers in Cardiology
CityLondon, UK
Period93/9/593/9/8

Fingerprint

Data Compression
Data compression
Electrocardiography
Noise
Template matching
Databases
Processing

ASJC Scopus subject areas

  • Software
  • Cardiology and Cardiovascular Medicine

Cite this

Akazawa, K., Uchiyama, T., Tanaka, S., Sasamori, A., & Harasawa, E. (1993). Adaptive data compression of ambulatory ECG using multi templates. In Computers in Cardiology (pp. 495-498). Publ by IEEE.

Adaptive data compression of ambulatory ECG using multi templates. / Akazawa, K.; Uchiyama, Takanori; Tanaka, S.; Sasamori, A.; Harasawa, E.

Computers in Cardiology. Publ by IEEE, 1993. p. 495-498.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Akazawa, K, Uchiyama, T, Tanaka, S, Sasamori, A & Harasawa, E 1993, Adaptive data compression of ambulatory ECG using multi templates. in Computers in Cardiology. Publ by IEEE, pp. 495-498, Proceedings of the 1993 Conference on Computers in Cardiology, London, UK, 93/9/5.
Akazawa K, Uchiyama T, Tanaka S, Sasamori A, Harasawa E. Adaptive data compression of ambulatory ECG using multi templates. In Computers in Cardiology. Publ by IEEE. 1993. p. 495-498
Akazawa, K. ; Uchiyama, Takanori ; Tanaka, S. ; Sasamori, A. ; Harasawa, E. / Adaptive data compression of ambulatory ECG using multi templates. Computers in Cardiology. Publ by IEEE, 1993. pp. 495-498
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