A fast quality-on-demand algorithm for wavelet-based electrocardiogram signal compression

Cheng Tung Ku, King Hung Hung, Kaun Rau Chiou, Tsung Ching Wu, Huan Sheng Wang

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

1 Citation (Scopus)

Abstract

In this paper, a fast quality-on-demand (QOD)algorithm for wavelet-based electrocardiogram (ECG) signal compression is proposed. The algorithm based on the 1-D reversible round-off non-recursive discrete periodized wavelet transform (1-D RRO-NRDPWT) and an approximately linear compression performance design to build a linear prediction model for quantization scale refinement. The convergence of quality control is verified to be always held. By using the MIT-BIH arrhythmia database, the experimental results show that the proposed method can effectively improved the computational complexity and convergence speed of quality control.

Original languageEnglish
Title of host publicationProceedings of the 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009
Pages393-397
Number of pages5
DOIs
Publication statusPublished - Sep 21 2009
Externally publishedYes
Event2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009 - Okayama, Japan
Duration: Mar 26 2009Mar 29 2009

Conference

Conference2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009
CountryJapan
CityOkayama
Period3/26/093/29/09

Fingerprint

Electrocardiography
Quality control
Discrete wavelet transforms
Computational complexity

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Electrical and Electronic Engineering

Cite this

Ku, C. T., Hung, K. H., Chiou, K. R., Wu, T. C., & Wang, H. S. (2009). A fast quality-on-demand algorithm for wavelet-based electrocardiogram signal compression. In Proceedings of the 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009 (pp. 393-397). [4919308] https://doi.org/10.1109/ICNSC.2009.4919308

A fast quality-on-demand algorithm for wavelet-based electrocardiogram signal compression. / Ku, Cheng Tung; Hung, King Hung; Chiou, Kaun Rau; Wu, Tsung Ching; Wang, Huan Sheng.

Proceedings of the 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009. 2009. p. 393-397 4919308.

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

Ku, CT, Hung, KH, Chiou, KR, Wu, TC & Wang, HS 2009, A fast quality-on-demand algorithm for wavelet-based electrocardiogram signal compression. in Proceedings of the 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009., 4919308, pp. 393-397, 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009, Okayama, Japan, 3/26/09. https://doi.org/10.1109/ICNSC.2009.4919308
Ku CT, Hung KH, Chiou KR, Wu TC, Wang HS. A fast quality-on-demand algorithm for wavelet-based electrocardiogram signal compression. In Proceedings of the 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009. 2009. p. 393-397. 4919308 https://doi.org/10.1109/ICNSC.2009.4919308
Ku, Cheng Tung ; Hung, King Hung ; Chiou, Kaun Rau ; Wu, Tsung Ching ; Wang, Huan Sheng. / A fast quality-on-demand algorithm for wavelet-based electrocardiogram signal compression. Proceedings of the 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009. 2009. pp. 393-397
@inproceedings{1453ccfb418c41068b262acf55b1b877,
title = "A fast quality-on-demand algorithm for wavelet-based electrocardiogram signal compression",
abstract = "In this paper, a fast quality-on-demand (QOD)algorithm for wavelet-based electrocardiogram (ECG) signal compression is proposed. The algorithm based on the 1-D reversible round-off non-recursive discrete periodized wavelet transform (1-D RRO-NRDPWT) and an approximately linear compression performance design to build a linear prediction model for quantization scale refinement. The convergence of quality control is verified to be always held. By using the MIT-BIH arrhythmia database, the experimental results show that the proposed method can effectively improved the computational complexity and convergence speed of quality control.",
author = "Ku, {Cheng Tung} and Hung, {King Hung} and Chiou, {Kaun Rau} and Wu, {Tsung Ching} and Wang, {Huan Sheng}",
year = "2009",
month = "9",
day = "21",
doi = "10.1109/ICNSC.2009.4919308",
language = "English",
isbn = "9781424434923",
pages = "393--397",
booktitle = "Proceedings of the 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009",

}

TY - GEN

T1 - A fast quality-on-demand algorithm for wavelet-based electrocardiogram signal compression

AU - Ku, Cheng Tung

AU - Hung, King Hung

AU - Chiou, Kaun Rau

AU - Wu, Tsung Ching

AU - Wang, Huan Sheng

PY - 2009/9/21

Y1 - 2009/9/21

N2 - In this paper, a fast quality-on-demand (QOD)algorithm for wavelet-based electrocardiogram (ECG) signal compression is proposed. The algorithm based on the 1-D reversible round-off non-recursive discrete periodized wavelet transform (1-D RRO-NRDPWT) and an approximately linear compression performance design to build a linear prediction model for quantization scale refinement. The convergence of quality control is verified to be always held. By using the MIT-BIH arrhythmia database, the experimental results show that the proposed method can effectively improved the computational complexity and convergence speed of quality control.

AB - In this paper, a fast quality-on-demand (QOD)algorithm for wavelet-based electrocardiogram (ECG) signal compression is proposed. The algorithm based on the 1-D reversible round-off non-recursive discrete periodized wavelet transform (1-D RRO-NRDPWT) and an approximately linear compression performance design to build a linear prediction model for quantization scale refinement. The convergence of quality control is verified to be always held. By using the MIT-BIH arrhythmia database, the experimental results show that the proposed method can effectively improved the computational complexity and convergence speed of quality control.

UR - http://www.scopus.com/inward/record.url?scp=70349121308&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=70349121308&partnerID=8YFLogxK

U2 - 10.1109/ICNSC.2009.4919308

DO - 10.1109/ICNSC.2009.4919308

M3 - Conference contribution

AN - SCOPUS:70349121308

SN - 9781424434923

SP - 393

EP - 397

BT - Proceedings of the 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009

ER -