دورية أكاديمية

Cloud Based Patient Monitoring Platform Using Android Smartphone Sensors

التفاصيل البيبلوغرافية
العنوان: Cloud Based Patient Monitoring Platform Using Android Smartphone Sensors
المؤلفون: Nikolovski Vlatko, Lameski Petre, Chorbev Ivan
المصدر: Cybernetics and Information Technologies, Vol 15, Iss 7, Pp 109-119 (2015)
بيانات النشر: Sciendo, 2015.
سنة النشر: 2015
المجموعة: LCC:Cybernetics
مصطلحات موضوعية: self-care, home care, patient monitoring platform, android sensor fusion, step counter, cloud computing, indoor navigation, Cybernetics, Q300-390
الوصف: This paper presents a proof of the concept cloud based patient monitoring and self-care platform, powered by measurements provided from various smartphone sensors. The Cloud platform provides the infrastructure and computational capacity for calculation of the navigation and motion tracking system, fall detection monitoring, as well as emergency notifications. The navigation system uses the pedometer and fusion of the accelerometer, gyroscope and magnetometer sensors. It aims to estimate precisely the patient’s movement and location. While both navigation and tracking systems can independently determine the incremental movement and indoor localization of the patients, they are fused in order to provide more accurate estimations. The fall detection monitoring is enabled by processing the raw data collected from the smartphone’s accelerometer and gyroscope. Furthermore, the cloud system provides various statistics for the physical activity of the patients, based on measurements from the pedometer. Consequently, this paper proposes a proof of the concept cloud based platform that is scalable and highly responsive, used for real-time monitoring and tracking a large number of patients. It also provides indoor navigation and other self-care features.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 1314-4081
العلاقة: https://doaj.org/toc/1314-4081Test
DOI: 10.1515/cait-2015-0094
الوصول الحر: https://doaj.org/article/e7d1c3292f1e4209a2591dd35040ffb3Test
رقم الانضمام: edsdoj.7d1c3292f1e4209a2591dd35040ffb3
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:13144081
DOI:10.1515/cait-2015-0094