Fog computing in healthcare Internet of Things: A case study on ECG feature extraction

Proceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015

Volumn , Issue , 2015, Pages 356-363

  Gia, Tuan Nguyen ^a   Jiang, Mingzhe ^a   Rahmani, Amir Mohammad ^a,b   Westerlund, Tomi ^a   Liljeberg, Pasi ^a   Tenhunen, Hannu ^a,b  

^a UNIVERSITY OF TURKU   (Finland)

^b ROYAL INSTITUTE OF TECHNOLOGY   (Sweden)

Author keywords

ECG feature extraction; Fog computing; Healthcare; Heart rate; Internet of Things; Sensor network; Smart gateway

Indexed keywords

BIOMEDICAL SIGNAL PROCESSING; COMPUTER CIRCUITS; DATA MINING; DATA VISUALIZATION; DIAGNOSIS; DIGITAL STORAGE; DISTRIBUTED COMPUTER SYSTEMS; ELECTROCARDIOGRAPHY; EXTRACTION; FEATURE EXTRACTION; FOG; HEALTH; HEALTH CARE; HEART; INTERNET; INTERNET OF THINGS; MONITORING; REAL TIME SYSTEMS; RECONFIGURABLE HARDWARE; SEISMIC WAVES; SENSOR NETWORKS; SENSOR NODES; UBIQUITOUS COMPUTING; WAVELET TRANSFORMS; WIRELESS TELECOMMUNICATION SYSTEMS;

BANDWIDTH EFFICIENCY; ECG FEATURE EXTRACTIONS; HEALTH MONITORING SYSTEM; HEART RATES; INTERNET OF THINGS TECHNOLOGIES; NOTIFICATION SERVICE; UBIQUITOUS HEALTH MONITORING; WIRELESS COMMUNICATION PROTOCOLS;

GATEWAYS (COMPUTER NETWORKS);

EID: 84964284114     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIT/IUCC/DASC/PICOM.2015.51     Document Type: Conference Paper

References (20)

1. J. Burt, "Fog computing aims to reduce processing burden of cloud systems", http://www.eweek.com/networking/fog-computing-aims-to-reduce-processing-burden-of-cloud-systems.html, 2010.
2. Y. Chen, W. Shen, H. Huo, and Y. Xu, "A smart gateway for health care system using wireless sensor network", in 2010 Fourth International Conference on Sensor Technologies and Applications (SENSORCOMM), July 2010, pp. 545-550.
3. S. Mohapatra and K. S. Rekha, "Sensor-cloud: a hybrid framework for remote patient monitoring", Int. J. Comput. Appl, vol. 55, no. 2, pp. 1-11, 2012.
4. C. O. Rolim, F. L. Koch, C. B. Westphall, J. Werner, A. Fracalossi, and G. S. Salvador, "A cloud computing solution for patient's data collection in health care institutions", in ETELEMED'10. Second International Conference on eHealth, Telemedicine, and Social Medicine, 2010. IEEE, 2010, pp. 95-99.
5. S. Yang and M. Gerla, "Personal gateway in mobile health monitoring", in 2011 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops), March 2011, pp. 636-641.
6. J. W. Yoon, Y. K. Ku, C. S. Nam, and D. R. Shin, "Sensor network middleware for distributed and heterogeneous environments", in NISS'09. International Conference on New Trends in Information and Service Science, 2009. IEEE, 2009, pp. 979-982.
7. W. Shen, Y. Xu, D. Xie, T. Zhang, and A. Johansson, "Smart border routers for ehealthcare wireless sensor networks", in 2011 7th International Conference on Wireless Communications, Networking and Mobile Computing (WiCOM), Sept 2011, pp. 1-4.
8. T. H. Laine, C. Lee, and H. Suk, "Mobile gateway for ubiquitous health care system using zigbee and bluetooth", in 2014 Eighth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS). IEEE, 2014, pp. 139-145.
9. A Phone-centered body sensor network platform: Cost, energy efficiency & user interface. Institute of Electrical and Electronics Engineers, Inc., April 2006. [Online]. Available: http://research.microsoft.com/apps/pubs/default.aspx?id=103003
10. K. Park and J. Pak, "An integrated gateway for various phds in uhealthcare environments", BioMed Research International, vol. 2012, 2012.
11. A. M. Rahmani, N. K. Thanigaivelan, T. N. Gia, J. Granados, B. Negash, P. Liljeberg, and H. Tenhunen, "Smart e-health gateway: Bringing intelligence to internet-of-things based ubiquitous healthcare systems", in Annual IEEE Consumer Communications and Networking Conference. IEEE, 2015, pp. 826-834.
12. F. Bonomi, R. Milito, P. Natarajan, and J. Zhu, "Fog computing: A platform for internet of things and analytics", in Big Data and Internet of Things: A Roadmap for Smart Environments. Springer, 2014, pp. 169-186.
13. N. Bessis and C. Dobre, Big data and internet of things: a roadmap for smart environments. Springer, 2014.
14. F. Bonomi, R. Milito, J. Zhu, and S. Addepalli, "Fog computing and its role in the internet of things", in Proceedings of the first edition of the MCC workshop on Mobile cloud computing. ACM, 2012, pp. 13-16.
15. J. Whitby, "Systemd for gogoc", http://www.gogo6.com/forum/topics/systemd-for-gogoc, jun 2012.
16. K. Goh, J. Lavanya, Y. Kim, E. Tan, and C. Soh, "A pda-based ecg beat detector for home cardiac care", in IEEE-EMBS 2005. 27th Annual International Conference of the Engineering in Medicine and Biology Society, 2005. IEEE, 2006, pp. 375-378.
17. "Resources, pandaboard.org." http://pandaboard.org/content/resources/references.
18. "Olimex. mod-enc28j60 development board, users manual." https://www.olimex.com/Products/Modules/Ethernet-/MOD-ENC28J60/resources/MOD-ENC28J60.pdf.
19. "Smartrf06 evaluation board users guide (rev. a)." http://www.ti.com/lit/pdf/swru321.
20. G. B. Moody and R. G. Mark, "The impact of the mit-bih arrhythmia database", Engineering in Medicine and Biology Magazine, IEEE, vol. 20, no. 3, pp. 45-50, 2001.