Wavelet Analysis Application for Digital Processing of Ultra-High Resolution Electrocardiac Signals

小波 小波变换 计算机科学 人工智能 信号处理 直方图 离散小波变换 多分辨率分析 模式识别(心理学) 第二代小波变换 数字信号处理 语音识别 计算机硬件 图像(数学)
作者
Kirill V. Zaichenko,Anna A. Kordyukova,Boris Gurevich,Evgeny Logachev
标识
DOI:10.1109/usbereit56278.2022.9923356
摘要

The work is devoted to application of wavelet analysis for spectral digital processing of the ultra-high resolution electrocardiography. The basic goal of this method is definition of the markers of cardiovascular pathologies development at early stages, especially of ischemic heart disease. The complex of methods, algorithms, and programs has been developed for the performance of the procedures of ultra-high resolution electrocardiac signals primary and secondary digital processing including methods of the signals statistical and spectral analyses. The basic complexity preventing the electrocardiac signal wavelet analysis realization is the choice of mother wavelet function which form has to be close to that of the studied signal. The analysis of the common mother wavelet functions has been performed and the software for the spectral wavelet analysis has been elaborated. Development of the additional tools, namely, the wavelet transform application, besides the earlier realized and successfully applied in practice procedures histogram creation and calculation of the spectral power densities, will allow to extend the possibilities of ultra-high resolution electrocardiography method for extracting of additional diagnostically important information from the studied electrocardiac signals. The work makes the contribution into achievement of the goal regarding the search of ntw markers of the ischemic heart disease development, especially at its early stages.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
ccc完成签到 ,获得积分10
1秒前
哈哈发布了新的文献求助10
1秒前
2秒前
嗯嗯关注了科研通微信公众号
2秒前
牛马发布了新的文献求助10
2秒前
简单酬海发布了新的文献求助10
3秒前
Q_y发布了新的文献求助10
3秒前
4秒前
Lizhe发布了新的文献求助10
4秒前
Wwnjie完成签到,获得积分10
4秒前
桐桐应助猪不会被摇采纳,获得10
4秒前
狂野惜芹发布了新的文献求助10
5秒前
小马甲应助野子采纳,获得10
7秒前
红雨灰衣发布了新的文献求助10
7秒前
7秒前
Orange应助卫生五蚕体采纳,获得10
7秒前
FashionBoy应助明小丽采纳,获得10
8秒前
杰哥猜想发布了新的文献求助10
8秒前
8秒前
黑松露完成签到,获得积分10
8秒前
ccc关注了科研通微信公众号
9秒前
小蜗牛发布了新的文献求助10
9秒前
9秒前
9秒前
Ximena完成签到,获得积分10
10秒前
10秒前
molihuakai应助小兴采纳,获得10
12秒前
共享精神应助付帅采纳,获得10
12秒前
Owen应助224采纳,获得10
12秒前
Ximena发布了新的文献求助10
12秒前
13秒前
Owen应助我是笨蛋采纳,获得30
13秒前
13秒前
南北发布了新的文献求助10
13秒前
邓木发布了新的文献求助10
15秒前
虚幻春天完成签到,获得积分10
15秒前
传奇3应助Q_y采纳,获得10
15秒前
彩色鞋子完成签到,获得积分10
15秒前
16秒前
疯狂的芷发布了新的文献求助10
16秒前
高分求助中
Principles of Economics, 11th Edition 10000
University Physics with Modern Physics, 16th edition 10000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Arthritis and Related Conditions, An Issue of Orthopedic Clinics 1000
Development of a Bridge Weigh-In-Motion System: A technology to convert the bridge response to the passage of traffic into data on vehicle configurations, speeds, times of travel and weights 1000
ズームレンズの光学設計に関する研究 800
Fundamentals of Pharmaceutical and Biologics Regulations: A Global Perspective, Second Edition 700
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7288009
求助须知:如何正确求助?哪些是违规求助? 8907742
关于积分的说明 18852430
捐赠科研通 6956715
什么是DOI,文献DOI怎么找? 3208753
关于科研通互助平台的介绍 2378647
邀请新用户注册赠送积分活动 2184571