SIGNAL TO NOISE RATIO EVALUATION IN SIGNAL AVERAGED ECG BY DERIVATIVE DYNAMIC TIME WARPING AND PIECEWISE LINEAR APPROXIMATION

被引：0

作者：

Avitia, Roberto L. ^{[1
]}

Reyna, Marco A. ^{[1
]}

Bravo, Miguel E. ^{[1
]}

Cetto, Lucio A. ^{[2
]}

机构：

[1] Univ Autonomous Baja California, Bioengn Acad Body, Alvaro Obregon Ave, Mexicali, Baja California, Mexico

[2] MathWorks Inc, Computat Biol Dept, Natick, MA USA

来源：

BIODEVICES 2010: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON BIOMEDICAL ELECTRONICS AND DEVICES | 2010年

关键词：

Signal averaged electrocardiography; Dynamic programming; Piecewise linear approximation; Heartbeat alignment;

D O I：

暂无

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

Signal Averaged Electrocardiography (SAECG) is a technique widely used as an alternative to improve signal to noise ratio (SNR), but sometimes patient's physiology may alter the characteristics of quasi-steady heartbeats that are assumed in the averaging. This paper evaluates the noise as a parameter for measuring the alignment heartbeats by Derivative Dynamic Time Warping (DDTW) and using Piecewise Linear Approximation (PLA) as well. The records were taken from a group of healthy individuals and the results show that the number of heartbeats averaged necessary to improve the SNR is less than the traditional method.

引用

页码：201 / 205

页数：5

共 50 条

[1] Similarity measure based on piecewise linear approximation and derivative dynamic time warping for time series mining
Li, Haili
Guo, Chonghui
Qiu, Wangren
EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (12) : 14732 - 14743
[2] Automated Segmentation of ECG Signals using Piecewise Derivative Dynamic Time Warping
Zifan, Ali
Moradi, Mohammad Hassan
Saberi, Sohrab
Towhidkhah, Farzad
PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 14, 2006, 14 : 301 - +
[3] Use of dynamic time warping for accurate ECG signal timing characterization
Shorten, G.P. (shorteg@tcd.ie), 1600, Informa Healthcare (38):
[4] Signal Averaging Noise Reduction under Dynamic Time Warping
Lysiak, Adam
2021 6TH INTERNATIONAL CONFERENCE ON NANOTECHNOLOGY FOR INSTRUMENTATION AND MEASUREMENT (NANOFIM), 2021,
[5] SIGNAL-TO-NOISE RATIO OF RECORDED ECG
KIRSNER, RLG
MEDICAL & BIOLOGICAL ENGINEERING, 1972, 10 (01): : 111 - &
[6] THE SIGNAL-AVERAGED ECG - TIME - DOMAIN ANALYSIS
BREITHARDT, G
WICHTER, T
FETSCH, T
SEIFERT, T
BORGGREFE, M
SHENASA, M
REINHARDT, L
EUROPEAN HEART JOURNAL, 1993, 14 : 27 - 32
[7] Online Signal to Noise Ratio Improvement of ECG Signal based on EEMD of Synchronized ECG Beats
Marjaninejad, Ali
Almasganj, Farshad
Sheikhzadeh, Ata Jodeiri
2014 21TH IRANIAN CONFERENCE ON BIOMEDICAL ENGINEERING (ICBME), 2014, : 113 - 118
[8] Person identification using ECG signal's symbolic representation and dynamic time warping adaptation
Yousofvand, Leila
Fathi, Abdolhossein
Abdali-Mohammadi, Fardin
SIGNAL IMAGE AND VIDEO PROCESSING, 2019, 13 (02) : 245 - 251
[9] Effect of residual noise level on reproducibility of the signal-averaged ECG
Christiansen, EH
Frost, L
Molgaard, H
Nielsen, TT
Pedersen, AK
JOURNAL OF ELECTROCARDIOLOGY, 1996, 29 (03) : 235 - 241
[10] Person identification using ECG signal’s symbolic representation and dynamic time warping adaptation
Leila Yousofvand
Abdolhossein Fathi
Fardin Abdali-Mohammadi
Signal, Image and Video Processing, 2019, 13 : 245 - 251

← 1 2 3 4 5 →