Non-Contact Determination of Vital Signs Monitoring of Animals in Hemorrhage States Using Bio-Radar

被引:0
|
作者
Yu, Xiao [1 ]
Yin, Yue [1 ,2 ]
Lv, Hao [1 ]
Zhang, Yang [1 ]
Liang, Fulai [1 ]
Wang, Pengfei [1 ]
Wang, Jianqi [1 ]
机构
[1] Fourth Mil Med Univ, Dept Biomed Engn, Xian, Peoples R China
[2] Gen Hosp Western Theater Command PLA, Dept Med Engn, Chengdu, Peoples R China
来源
PROGRESS IN ELECTROMAGNETICS RESEARCH M | 2021年 / 100卷
基金
中国国家自然科学基金;
关键词
WIDE-BAND RADAR; WAVELET ENTROPY; BLOOD-PRESSURE; CLASSIFICATION;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
With the rapid development and in-depth research of non-contact bio-radar-based detection technology, researchers have recently been putting more emphasis on target identification. Living status identification, a hotspot of target identification research, is particularly useful in search and rescue missions. During such missions, in order to rescue victims and provide corresponding medical support in a timely manner, it is necessary to acquire the survival information of victims, especially when they are injured. Hence, the vital signs extracted from a radar signal should be considered as the crucial parameters to reflect the living status. To determine living status through analyzing vital signs, this study utilized a bio-radar system to continuously monitor hemorrhagic animals, which simulated injured persons with hemorrhagic symptoms. Moreover, we defined and classified three survival periods based on changes in vital signs combined with a K-nearest neighbor algorithm (KNN) classifier. Experimental results show that we can approximately determine the current living status of animals with this method, which can aid in providing information for on-site rescue and follow-up medical treatment.
引用
收藏
页码:23 / 34
页数:12
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