2023 · 12 citations · 14 references
EngineeringBiomedical EngineeringBiomedical Signal ProcessingBiomemsMicrowave EngineeringCardiac Signal ProcessingRadar InstrumentationRadar Signal ProcessingRadar SystemsVital SignsVital Signs AssessmentBaseline NoiseFrequency Modulated Continuous-wave RadarFrequency-modulated Continuous-wave RadarHeart RateHeart Rate MonitoringHeartbeat MonitoringLow-power Embedded SystemsLow-power Sensors
Non-contact vital sign monitoring has many advantages over conventional methods in being comfortable, unobtrusive and without any risk of spreading infection. The use of millimeter-wave (mmWave) radars is one of the most promising approaches that enable contact-less monitoring of vital signs. Novel low-power implementations of this technology promise to enable vital sign sensing in embedded, battery-operated devices. The nature of these new low-power sensors exacerbates the challenges of accurate and robust vital sign monitoring and especially the problem of heart-rate tracking. This work focuses on the investigation and characterization of three Frequency Modulated Continuous Wave (FMCW) low-power radars with different carrier frequencies of 24 GHz, 60 GHz and 120 GHz. The evaluation platforms were first tested on phantom models that emulated human bodies to accurately evaluate the baseline noise, error in range estimation, and error in displacement estimation. Additionally, the systems were also used to collect data from three human subjects to gauge the feasibility of identifying heartbeat peaks and breathing peaks with simple and lightweight algorithms that could potentially run in low-power embedded processors. The investigation revealed that the 24 GHz radar has the highest baseline noise level, 0.04mm at 0° angle of incidence, and an error in range estimation of 3.45 ± 1.88 cm at a distance of 60 cm. At the same distance, the 60 GHz and the 120 GHz radar system shows the least noise level, 0.0lmm at 0° angle of incidence, and error in range estimation 0.64 ± 0.01 cm and 0.04 ± 0.0 cm respectively. Additionally, tests on humans showed that all three radar systems were able to identify heart and breathing activity but the 120 GHz radar system outperformed the other two.
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Remote Monitoring of Human Vital Signs Using mm-Wave FMCW Radar
Mostafa Alizadeh, George Shaker, João Carlos Almeida et al. · IEEE Access · 2019 · 518 citations · Full text
Engineering, Biomedical Engineering, Electrical Engineering +17
Radar-Based Monitoring of Vital Signs: A Tutorial Overview
Giacomo Paterniani, Daria Sgreccia, Alessandro Davoli et al. · Proceedings of the IEEE · 2023 · 169 citations · Full text
Changzhi Li, Xiaogang Yu, Chien‐Ming Lee et al. · IEEE Transactions on Microwave Theory and Techniques · 2010 · 117 citations
Engineering, Biomedical Engineering, Electrical Engineering +16
Toan K. Vo Dai, Kellen Oleksak, Tsotne Kvelashvili et al. · IEEE Journal of Electromagnetics RF and Microwaves in Medicine and Biology · 2021 · 115 citations
Engineering, Biomedical Engineering, Electrical Engineering +17