Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

Cardiopulmonary coupling analysis method based on single-channel ECG signal

A cardiopulmonary coupling and analysis method technology, applied in medical science, sensors, diagnostic recording/measurement, etc., can solve the problem of low accuracy of sleep quality analysis, and achieve the effect of improving analysis accuracy and facilitating accurate judgment.

Pending Publication Date: 2022-03-01
杭州菲诗奥医疗科技有限公司
View PDF1 Cites 1 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] The technical problem to be solved by the present invention is: the current cardiopulmonary coupling analysis method has the technical problem that the accuracy of sleep quality analysis is not high

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Cardiopulmonary coupling analysis method based on single-channel ECG signal
  • Cardiopulmonary coupling analysis method based on single-channel ECG signal
  • Cardiopulmonary coupling analysis method based on single-channel ECG signal

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0050] The specific embodiments of the present invention will be further specifically described below through specific embodiments in conjunction with the accompanying drawings.

[0051] A cardiopulmonary coupling analysis method based on a single-channel ECG signal, such as figure 1 shown, including the following steps:

[0052] S1: Extract the RR interval sequence and EDR signal from the single-lead ECG signal in the body;

[0053] S2: Interpolate the RR interval sequence and the EDR sequence to the same sampling rate using cubic spline interpolation;

[0054] S3: Calculating the autocorrelation function and cross-correlation function of the RR interval sequence and the EDR sequence;

[0055] S4: performing Fourier transform to obtain autocorrelation power and cross-correlation power respectively;

[0056] S5: Calculate the cardiopulmonary coupling result by cross-correlation power, and obtain the cardiopulmonary coupling map;

[0057] S6: Analyze the sleep quality accor...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention discloses a cardiopulmonary coupling analysis method based on a single-channel ECG signal. The cardiopulmonary coupling analysis method specifically comprises the steps that an RR interval sequence and an EDR signal are extracted from a body surface single-lead ECG signal; interpolating the RR interval sequence and the EDR sequence to the same sampling rate by using cubic spline interpolation; calculating an autocorrelation function and a cross-correlation function of the RR interval sequence and the EDR sequence; fourier transform is carried out to respectively obtain self-correlation power and cross-correlation power; calculating a cardiopulmonary coupling result through the cross-correlation power to obtain a cardiopulmonary coupling map; and analyzing the sleep quality according to the cardiopulmonary coupling atlas. The cardiopulmonary coupling result is calculated through the cross-correlation power, then the cardiopulmonary coupling map is obtained to analyze the sleep quality, the sleep quality analysis accuracy is improved, the method can be used for home detection to reflect the real sleep condition, accurate judgment on the sleep quality of a user is facilitated, and making of a personalized conditioning scheme is facilitated.

Description

technical field [0001] The invention relates to the technical field of medical health detection, in particular to a cardiopulmonary coupling analysis method based on a single-channel ECG signal. Background technique [0002] The discovery of brain waves in the last century made sleep researchers very excited, and they defined brain waves as the core signal for evaluating sleep. Later, they added oculoelectricity, myoelectricity, breathing, ECG, blood oxygen and other physiological signals. Collected to form the polysomnography (PSG) currently used in hospitals. Although polysomnography has its advantages, it also has many disadvantages at the same time. For example, the subjects need to connect various wires on their bodies and sleep overnight in the sleep laboratory of the hospital. Such environments and conditions often cannot reflect the real sleep of the subjects; another big problem is that experienced technicians must spend several hours manually identifying the chara...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Applications(China)
IPC IPC(8): A61B5/352A61B5/00
CPCA61B5/7257A61B5/7246A61B5/4815A61B5/352
Inventor 袁靖嘉戴松青王凯平罗睿
Owner 杭州菲诗奥医疗科技有限公司
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com