دورية أكاديمية
A Contactless Health Monitoring System for Vital Signs Monitoring, Human Activity Recognition and Tracking
| العنوان: | A Contactless Health Monitoring System for Vital Signs Monitoring, Human Activity Recognition and Tracking |
|---|---|
| المؤلفون: | Li, Anna, Bodanese, Eliane, Poslad, Stefan, Chen, Penghui, Wang, Jun, Fan, Yonglei, Hou, Tianwei |
| سنة النشر: | 2023 |
| المجموعة: | Lancaster University: Lancaster Eprints |
| الوصف: | Integrated sensing and communication technologies provide essential sensing capabilities that address pressing challenges in remote health monitoring systems. However, most of today’s systems remain obtrusive, requiring users to wear devices, interfering with people’s daily activities, and often raising privacy concerns. Herein, we present HealthDAR, a low-cost, contactless, and easy-to-deploy health monitoring system. Specifically, HealthDAR encompasses three interventions: i) Symptom Early Detection (monitoring of vital signs and cough detection), ii) Tracking & Social Distancing, and iii) Preventive Measures (monitoring of daily activities such as face-touching and hand-washing). HealthDAR has three key components: (1) A low-cost, low-energy, and compact integrated radar system, (2) A simultaneous signal processing combined deep learning (SSPDL) network for cough detection, and (3) A deep learning method for the classification of daily activities. Through performance tests involving multiple subjects across uncontrolled environments, we demonstrate HealthDAR’s practical utility for health monitoring. |
| نوع الوثيقة: | article in journal/newspaper |
| وصف الملف: | text |
| اللغة: | English |
| العلاقة: | https://eprints.lancs.ac.uk/id/eprint/212365/1Test/; https://eprints.lancs.ac.uk/id/eprint/212365/2Test/; https://eprints.lancs.ac.uk/id/eprint/212365/3/A_Contactless_Health_Monitoring_System_for_Vital_Signs_Monitoring_Human_Activity_Recognition_and_Tracking.pdfTest; Li, Anna and Bodanese, Eliane and Poslad, Stefan and Chen, Penghui and Wang, Jun and Fan, Yonglei and Hou, Tianwei (2023) A Contactless Health Monitoring System for Vital Signs Monitoring, Human Activity Recognition and Tracking. IEEE Internet of Things Journal. ISSN 2327-4662 |
| الإتاحة: | https://eprints.lancs.ac.uk/id/eprint/212365Test/ https://eprints.lancs.ac.uk/id/eprint/212365/1Test/ https://eprints.lancs.ac.uk/id/eprint/212365/2Test/ https://eprints.lancs.ac.uk/id/eprint/212365/3/A_Contactless_Health_Monitoring_System_for_Vital_Signs_Monitoring_Human_Activity_Recognition_and_Tracking.pdfTest |
| حقوق: | creative_commons_attribution_4_0_international_license |
| رقم الانضمام: | edsbas.5A2C203F |
| قاعدة البيانات: | BASE |
| الوصف غير متاح. |