학술논문

A Modified Two-Dimension EEMD Method for Breathing and Heart Rates Monitoring via Through-Wall IR-UWB Radar
Document Type
Conference
Source
2021 15th International Symposium on Medical Information and Communication Technology (ISMICT) Medical Information and Communication Technology (ISMICT), 2021 15th International Symposium on. :41-46 Apr, 2021
Subject
Bioengineering
Communication, Networking and Broadcast Technologies
Signal Processing and Analysis
Infectious diseases
Hospitals
Working environment noise
Glass
Radar
Complexity theory
Noise measurement
IR-UWB
two-dimension EEMD
breathing rate
heart rate
Language
ISSN
2326-8301
Abstract
Vital signal monitoring is conducive to the diagnosis of a variety of diseases, which can be used to learn patients’ health status. To avoid cross infection (for example infectious diseases), non-contact vital sign detection has attracted more and more attention. In this paper, an important hospital scenario, i.e., the medical staff and infectious disease patients are separated by glass wall, is considered. Under the considered scenario, an through-and-wall impulse radio ultra-wideband (IR-UWB) system placed on the room of the medical staff is adopted to obtain the information of the patient’s heart rate and breathing rate, thus cutting off direct contact between the medical staff and infectious disease patients. To this end, the basic idea is that the received through-and-wall IR-UWB echo signal is subtracted to the environmental noise via a background noise removal method, then an modified two-dimension ensemble empirical mode decomposition (EEMD) method is proposed to analyze the remained echo signal, thus obtaining respiration rate and heartbeat rate. Compared with the conventional two-dimension EEMD, the modified two-dimension EEMD method has lower complexity and increases the computational speed. The experimental results of the proposed method show that the average errors of breathing and heart rates are 1.6% and 4.3%, respectively.