An IoT Assisted Real-Time High CMRR Wireless Ambulatory ECG Monitoring System with Arrhythmia Detection

被引:10
作者
Ali, Hassan [1 ]
Naing, Hein Htet [2 ]
Yaqub, Raziq [3 ]
机构
[1] Coll North Atlantic Qatar CNAQ, Sch Engn Technol & Ind Trades, Doha 24449, Qatar
[2] Univ Newcastle, Sch Elect Engn & Comp Sci, Callaghan, NSW 2308, Australia
[3] Alabama A&M Univ, Dept Elect Engn & Comp Sci, Huntsville, AL 35763 USA
关键词
ambulatory ECG; telehealth; cardiac diagnosis; rural communities; PSoC; IoT; wearable ECG; real-time ECG; DESIGN; CARE;
D O I
10.3390/electronics10161871
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The absence of cardiovascular disease (CVD) diagnostic and management solutions cause significant morbidity among populations in rural areas and the coronavirus disease of 2019 (COVID-19) emergency. To tackle this problem, in this paper, the development of an Internet of things (IoT) assisted ambulatory electrocardiogram (ECG) monitoring system is presented. The system's wearable single-channel data acquisition device supports 25 h of continuous operation. A right leg drive (RLD) circuit supported analog frontend (AFE) with a high common mode rejection ratio (CMRR) of 121 dB and a digitally implemented notch filter is used to suppress power-line frequency interference. The wearable device continuously sends the collected ECG data via Bluetooth to the user's smartphone. An application on the user's smartphone renders real-time ECG trace and heart rate and detects abnormal heart rhythms. This data are then shared in real-time with the user's doctor via a real-time cloud database. An application on the doctor's smartphone allows real-time visualization of this data and detection of arrhythmias. Simulations and experimental results demonstrate that reliable ECG signals can be captured with low latency and the heart rate computation is comparable to a commercial application. Low cost, scalability, low latency, real-time ECG monitoring, and improved performance of the system make the system highly suitable for the real-time remote identification and management of CVDs in users of rural areas and in the COVID-19 pandemic.
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页数:27
相关论文
共 26 条
[1]   Federated Internet of Things and Cloud Computing Pervasive Patient Health Monitoring System [J].
Abawajy, Jemal H. ;
Hassan, Mohammad Mehedi .
IEEE COMMUNICATIONS MAGAZINE, 2017, 55 (01) :48-53
[2]   Design and Implementation of a Low Cost Wireless Ambulatory ECG Monitoring System for Deployment in Rural Communities [J].
Ali, Hassan ;
Villanueva, Ben E. ;
Yaqub, Raziq .
INTERNATIONAL JOURNAL OF ONLINE AND BIOMEDICAL ENGINEERING, 2019, 15 (15) :57-79
[3]  
[Anonymous], NOWCARDIO
[4]   Global burden of CVD: focus on secondary prevention of cardiovascular disease [J].
Bansilal, Sameer ;
Castellano, Jose M. ;
Fuster, Valentin .
INTERNATIONAL JOURNAL OF CARDIOLOGY, 2015, 201 :S1-S7
[5]  
Becchetti C., 2013, MEDICAL INSTRUMENT D
[6]   Fabricating a Portable ECG Device Using AD823X Analog Front-End Microchips and Open-Source Development Validation [J].
Bravo-Zanoguera, Miguel ;
Cuevas-Gonzalez, Daniel ;
Reyna, Marco A. ;
Garcia-Vazquez, Juan P. ;
Avitia, Roberto L. .
SENSORS, 2020, 20 (20) :1-30
[7]  
Carlos C, 2009, APPL NOTE DOCUMENT N
[8]  
Chatzigiannakis I, 2015, 2015 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATION (ISCC), P25, DOI 10.1109/ISCC.2015.7405449
[9]  
Engel JM, 2012, IEEE ENG MED BIO, P2440, DOI 10.1109/EMBC.2012.6346457
[10]  
Hernandez JE, 2018, 2018 IEEE 9TH ANNUAL INFORMATION TECHNOLOGY, ELECTRONICS AND MOBILE COMMUNICATION CONFERENCE (IEMCON), P61, DOI 10.1109/IEMCON.2018.8614753