Shuaikang Xue , Zhihuo Xu , Yuexia Wang , Jiajia Shi , Abdulkadir C. Yucel
{"title":"Simultaneous multi-person vital signs monitoring using multiple-input multiple-output FMCW millimeter wave radar","authors":"Shuaikang Xue , Zhihuo Xu , Yuexia Wang , Jiajia Shi , Abdulkadir C. Yucel","doi":"10.1016/j.aeue.2024.155578","DOIUrl":null,"url":null,"abstract":"<div><div>Non-contact radar-based vital signs measurement holds immense significance in the context of a rapidly ageing society, underscoring its pivotal role in modern healthcare. While substantial progress has been made in developing radar-based systems for single-person vital sign detection, there remains a conspicuous gap in the domain of simultaneous multi-person measurement. This challenge is compounded by the inherently weak heart signals captured by radar, further exacerbated when dealing with multiple individuals. This paper presents a cutting-edge non-contact measurement system with multiple-input multiple-output (MIMO) frequency modulated continuous wave (FMCW) millimeter wave (mmW) radar for simultaneous multi-person vital signs monitoring. Firstly, a fusion-based approach is presented for multi-person localization within sequential MIMO range-angle maps. Subsequently, an optimization-based method is outlined for the extraction of vital signs, adeptly retrieving respiratory and cardiac signals from the radar’s phase data for each individual. Through extensive experimental validations, the system demonstrates a remarkably low error rate of 1.03% for respiratory measurement and 2.70% for cardiac measurement, reaffirming its efficacy and reliability.</div></div>","PeriodicalId":50844,"journal":{"name":"Aeu-International Journal of Electronics and Communications","volume":"188 ","pages":"Article 155578"},"PeriodicalIF":3.0000,"publicationDate":"2024-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Aeu-International Journal of Electronics and Communications","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1434841124004643","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
Abstract
Non-contact radar-based vital signs measurement holds immense significance in the context of a rapidly ageing society, underscoring its pivotal role in modern healthcare. While substantial progress has been made in developing radar-based systems for single-person vital sign detection, there remains a conspicuous gap in the domain of simultaneous multi-person measurement. This challenge is compounded by the inherently weak heart signals captured by radar, further exacerbated when dealing with multiple individuals. This paper presents a cutting-edge non-contact measurement system with multiple-input multiple-output (MIMO) frequency modulated continuous wave (FMCW) millimeter wave (mmW) radar for simultaneous multi-person vital signs monitoring. Firstly, a fusion-based approach is presented for multi-person localization within sequential MIMO range-angle maps. Subsequently, an optimization-based method is outlined for the extraction of vital signs, adeptly retrieving respiratory and cardiac signals from the radar’s phase data for each individual. Through extensive experimental validations, the system demonstrates a remarkably low error rate of 1.03% for respiratory measurement and 2.70% for cardiac measurement, reaffirming its efficacy and reliability.
期刊介绍:
AEÜ is an international scientific journal which publishes both original works and invited tutorials. The journal''s scope covers all aspects of theory and design of circuits, systems and devices for electronics, signal processing, and communication, including:
signal and system theory, digital signal processing
network theory and circuit design
information theory, communication theory and techniques, modulation, source and channel coding
switching theory and techniques, communication protocols
optical communications
microwave theory and techniques, radar, sonar
antennas, wave propagation
AEÜ publishes full papers and letters with very short turn around time but a high standard review process. Review cycles are typically finished within twelve weeks by application of modern electronic communication facilities.