Health-CPS: Healthcare Cyber-Physical System Assisted by Cloud and Big Data

被引:370
作者
Zhang, Yin [1 ]
Qiu, Meikang [2 ]
Tsai, Chun-Wei [3 ]
Hassan, Mohammad Mehedi [4 ]
Alamri, Atif [4 ]
机构
[1] Zhongnan Univ Econ & Law, Sch Informat & Safety Engn, Wuhan 430073, Peoples R China
[2] Pace Univ, Dept Comp Sci, New York, NY 10038 USA
[3] Natl Ilan Univ, Dept Comp Sci & Informat Engn, Yilan 26047, Taiwan
[4] King Saud Univ, Riyadh 12372, Saudi Arabia
来源
IEEE SYSTEMS JOURNAL | 2017年 / 11卷 / 01期
关键词
Body area networks (BANs); big data; cloud computing; cyber-physical systems (CPS); healthcare;
D O I
10.1109/JSYST.2015.2460747
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 advances in information technology have witnessed great progress on healthcare technologies in various domains nowadays. However, these new technologies have also made healthcare data not only much bigger but also much more difficult to handle and process. Moreover, because the data are created from a variety of devices within a short time span, the characteristics of these data are that they are stored in different formats and created quickly, which can, to a large extent, be regarded as a big data problem. To provide a more convenient service and environment of healthcare, this paper proposes a cyber-physical system for patient-centric healthcare applications and services, called Health-CPS, built on cloud and big data analytics technologies. This system consists of a data collection layer with a unified standard, a data management layer for distributed storage and parallel computing, and a data-oriented service layer. The results of this study show that the technologies of cloud and big data can be used to enhance the performance of the healthcare system so that humans can then enjoy various smart healthcare applications and services.
引用
收藏
页码:88 / 95
页数:8
相关论文
共 24 条
[1]  
Alam M.G. R., 2014, Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication, P56
[2]  
[Anonymous], 2013, ACM T MANAGEMENT INF, DOI DOI 10.1145/2544102
[3]  
[Anonymous], MATH PROBL ENG
[4]  
Chandola V, 2013, 19TH ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING (KDD'13), P1312
[5]  
Chen M., 2015, P ACM MOBIHOC
[6]   Cloud-based Wireless Network: Virtualized, Reconfigurable, Smart Wireless Network to Enable 5G Technologies [J].
Chen, Min ;
Zhang, Yin ;
Hu, Long ;
Taleb, Tarik ;
Sheng, Zhengguo .
MOBILE NETWORKS & APPLICATIONS, 2015, 20 (06) :704-712
[7]   EMC: Emotion-Aware Mobile Cloud Computing in 5G [J].
Chen, Min ;
Zhang, Yin ;
Li, Yong ;
Mao, Shiwen ;
Leung, Victor C. M. .
IEEE NETWORK, 2015, 29 (02) :32-38
[8]   AIWAC: AFFECTIVE INTERACTION THROUGH WEARABLE COMPUTING AND CLOUD TECHNOLOGY [J].
Chen, Min ;
Zhang, Yin ;
Li, Yong ;
Hassan, Mohammad Mehedi ;
Alamri, Atif .
IEEE WIRELESS COMMUNICATIONS, 2015, 22 (01) :20-27
[9]   NDNC-BAN: Supporting rich media healthcare services via named data networking in cloud-assisted wireless body area networks [J].
Chen, Min .
INFORMATION SCIENCES, 2014, 284 :142-156
[10]   Body Area Networks: A Survey [J].
Chen, Min ;
Gonzalez, Sergio ;
Vasilakos, Athanasios ;
Cao, Huasong ;
Leung, Victor C. M. .
MOBILE NETWORKS & APPLICATIONS, 2011, 16 (02) :171-193