Cargando…
Non-Contact Vital Signs Monitoring of Dog and Cat Using a UWB Radar
SIMPLE SUMMARY: In this paper, we presented a new non-contact method to measure the vital signs of at-rest pets, where the ultra-wideband radar was applied for previously unachievable sensing ability and testing convenience. The proposed scheme did not interfere with the daily rhythm of the pet bein...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7070589/ https://www.ncbi.nlm.nih.gov/pubmed/31991803 http://dx.doi.org/10.3390/ani10020205 |
_version_ | 1783506009970442240 |
---|---|
author | Wang, Pengfei Ma, Yangyang Liang, Fulai Zhang, Yang Yu, Xiao Li, Zhao An, Qiang Lv, Hao Wang, Jianqi |
author_facet | Wang, Pengfei Ma, Yangyang Liang, Fulai Zhang, Yang Yu, Xiao Li, Zhao An, Qiang Lv, Hao Wang, Jianqi |
author_sort | Wang, Pengfei |
collection | PubMed |
description | SIMPLE SUMMARY: In this paper, we presented a new non-contact method to measure the vital signs of at-rest pets, where the ultra-wideband radar was applied for previously unachievable sensing ability and testing convenience. The proposed scheme did not interfere with the daily rhythm of the pet being tested; most subjects would not even notice the ongoing real-time monitoring due to the larger measurement coverage of the radar sensor. Through this work, we provided an innovative tool to promote not only the measurement of pet vital signs but also the improvement of animal welfare to prevent invasive, dangerous, and unacceptable contact measurement techniques, such as anesthesia, hair removal, and surgical implants. In addition, the proposed method could realize the daily vital signs measurement and sleep monitoring of dogs and cats, which is important for the diagnosis and timely treatment of pet diseases. ABSTRACT: As pets are considered members of the family, their health has received widespread attention. Since pets cannot talk and complain when they feel uncomfortable, monitoring vital signs becomes very helpful in disease detection, as well as observing their progression and response to treatment. In this study, we proposed an ultra-wideband radar-based, non-contact animal vital sign monitoring scheme that could monitor the breathing and heart rate of a pet in real-time. The primary advantage of the ultra-wideband radar was its ability to operate remotely without electrodes or wires and through any clothing or fur. Because of the existing noise and clutter in non-contact detection, background noise removal was applied. Furthermore, the respiration rate was directly obtained through spectrum analysis, while the heartbeat signal was extracted by the variational mode decomposition algorithm. By using electrocardiogram measurements, we verified the accuracy of the radar technology in detecting the anesthetized animals’ respiratory rate and heart rate. Besides, three beagles and five cats in a non-sedated state were measured by radar and contact pressure sensors simultaneously; the experimental results showed that radar could effectively measure the respiration of cats and dogs, and the accuracy rate was over 95%. Due to its excellent performance, the proposed method has the potential to become a new choice in application scenarios, such as pet sleep monitoring and health assessment. |
format | Online Article Text |
id | pubmed-7070589 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-70705892020-03-19 Non-Contact Vital Signs Monitoring of Dog and Cat Using a UWB Radar Wang, Pengfei Ma, Yangyang Liang, Fulai Zhang, Yang Yu, Xiao Li, Zhao An, Qiang Lv, Hao Wang, Jianqi Animals (Basel) Article SIMPLE SUMMARY: In this paper, we presented a new non-contact method to measure the vital signs of at-rest pets, where the ultra-wideband radar was applied for previously unachievable sensing ability and testing convenience. The proposed scheme did not interfere with the daily rhythm of the pet being tested; most subjects would not even notice the ongoing real-time monitoring due to the larger measurement coverage of the radar sensor. Through this work, we provided an innovative tool to promote not only the measurement of pet vital signs but also the improvement of animal welfare to prevent invasive, dangerous, and unacceptable contact measurement techniques, such as anesthesia, hair removal, and surgical implants. In addition, the proposed method could realize the daily vital signs measurement and sleep monitoring of dogs and cats, which is important for the diagnosis and timely treatment of pet diseases. ABSTRACT: As pets are considered members of the family, their health has received widespread attention. Since pets cannot talk and complain when they feel uncomfortable, monitoring vital signs becomes very helpful in disease detection, as well as observing their progression and response to treatment. In this study, we proposed an ultra-wideband radar-based, non-contact animal vital sign monitoring scheme that could monitor the breathing and heart rate of a pet in real-time. The primary advantage of the ultra-wideband radar was its ability to operate remotely without electrodes or wires and through any clothing or fur. Because of the existing noise and clutter in non-contact detection, background noise removal was applied. Furthermore, the respiration rate was directly obtained through spectrum analysis, while the heartbeat signal was extracted by the variational mode decomposition algorithm. By using electrocardiogram measurements, we verified the accuracy of the radar technology in detecting the anesthetized animals’ respiratory rate and heart rate. Besides, three beagles and five cats in a non-sedated state were measured by radar and contact pressure sensors simultaneously; the experimental results showed that radar could effectively measure the respiration of cats and dogs, and the accuracy rate was over 95%. Due to its excellent performance, the proposed method has the potential to become a new choice in application scenarios, such as pet sleep monitoring and health assessment. MDPI 2020-01-25 /pmc/articles/PMC7070589/ /pubmed/31991803 http://dx.doi.org/10.3390/ani10020205 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wang, Pengfei Ma, Yangyang Liang, Fulai Zhang, Yang Yu, Xiao Li, Zhao An, Qiang Lv, Hao Wang, Jianqi Non-Contact Vital Signs Monitoring of Dog and Cat Using a UWB Radar |
title | Non-Contact Vital Signs Monitoring of Dog and Cat Using a UWB Radar |
title_full | Non-Contact Vital Signs Monitoring of Dog and Cat Using a UWB Radar |
title_fullStr | Non-Contact Vital Signs Monitoring of Dog and Cat Using a UWB Radar |
title_full_unstemmed | Non-Contact Vital Signs Monitoring of Dog and Cat Using a UWB Radar |
title_short | Non-Contact Vital Signs Monitoring of Dog and Cat Using a UWB Radar |
title_sort | non-contact vital signs monitoring of dog and cat using a uwb radar |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7070589/ https://www.ncbi.nlm.nih.gov/pubmed/31991803 http://dx.doi.org/10.3390/ani10020205 |
work_keys_str_mv | AT wangpengfei noncontactvitalsignsmonitoringofdogandcatusingauwbradar AT mayangyang noncontactvitalsignsmonitoringofdogandcatusingauwbradar AT liangfulai noncontactvitalsignsmonitoringofdogandcatusingauwbradar AT zhangyang noncontactvitalsignsmonitoringofdogandcatusingauwbradar AT yuxiao noncontactvitalsignsmonitoringofdogandcatusingauwbradar AT lizhao noncontactvitalsignsmonitoringofdogandcatusingauwbradar AT anqiang noncontactvitalsignsmonitoringofdogandcatusingauwbradar AT lvhao noncontactvitalsignsmonitoringofdogandcatusingauwbradar AT wangjianqi noncontactvitalsignsmonitoringofdogandcatusingauwbradar |