A hierarchical, scalable architecture for a real-time monitoring system for an electrocardiography, using context-aware computing.

作者: Ahmad Malekian Borujeni , Mahmood Fathy , Nasser Mozayani

DOI: 10.1016/J.JBI.2019.103251

关键词: ScalabilityVital signsComputer securityComputer scienceWireless sensor networkHealth careEdge computingCloudletLatency (engineering)Fault tolerance

摘要: Abstract Heart failure is one of the most common cause death in world. The real-time health monitoring system with advent Internet things has attracted growing attention care industry, which can help reducing rate heart failure. Despite recent success these efforts, there have been some limitations, such as response time, scalability, latency and fault tolerance. To address issues, this paper, we propose a hierarchical architecture four layers to develop systems. In proposed model, vital signs patient are measured by means body sensor network sent smart system. Each related certain level Therefore, simple low-risk be detected quickly before it reaches dangerous level. Empirical results confirm significant improvement terms time scalability comparison state art techniques.

参考文章(37)
Safa Otoum, Muayad Ahmed, Hussein T. Mouftah, Sensor Medium Access Control (SMAC)-based epilepsy patients monitoring system canadian conference on electrical and computer engineering. pp. 1109- 1114 ,(2015) , 10.1109/CCECE.2015.7129429
Erik Nygren, Ramesh K. Sitaraman, Jennifer Sun, The Akamai network: a platform for high-performance internet applications Operating Systems Review. ,vol. 44, pp. 2- 19 ,(2010) , 10.1145/1842733.1842736
Mars Lan, Lauren Samy, Nabil Alshurafa, Myung-Kyung Suh, Hassan Ghasemzadeh, Aurelia Macabasco-O'Connell, Majid Sarrafzadeh, WANDA Proceedings of the conference on Wireless Health - WH '12. pp. 9- ,(2012) , 10.1145/2448096.2448105
Zheng Wang, J. Crowcroft, Quality-of-service routing for supporting multimedia applications IEEE Journal on Selected Areas in Communications. ,vol. 14, pp. 1228- 1234 ,(1996) , 10.1109/49.536364
Christoph Sommer, Isabel Dietrich, Falko Dressler, Simulation of Ad Hoc Routing Protocols using OMNeT Mobile Networks and Applications. ,vol. 15, pp. 786- 801 ,(2010) , 10.1007/S11036-009-0174-5
Suli Zhao, D. Raychaudhuri, Scalability and performance evaluation of hierarchical hybrid wireless networks IEEE ACM Transactions on Networking. ,vol. 17, pp. 1536- 1549 ,(2009) , 10.1109/TNET.2008.2011987
Mohammad Mehedi Hassan, Kai Lin, Xuejun Yue, Jiafu Wan, A multimedia healthcare data sharing approach through cloud-based body area network Future Generation Computer Systems. ,vol. 66, pp. 48- 58 ,(2017) , 10.1016/J.FUTURE.2015.12.016
Silas L. Albuquerque, Paulo R.L. Gondim, Security in Cloud-Computing-Based Mobile Health IT Professional. ,vol. 18, pp. 37- 44 ,(2016) , 10.1109/MITP.2016.51
Nabil Alshurafa, Costas Sideris, Mohammad Pourhomayoun, Haik Kalantarian, Majid Sarrafzadeh, Jo-Ann Eastwood, Remote Health Monitoring Outcome Success Prediction Using Baseline and First Month Intervention Data IEEE Journal of Biomedical and Health Informatics. ,vol. 21, pp. 507- 514 ,(2017) , 10.1109/JBHI.2016.2518673