DocumentCode :
266239
Title :
A cloud-based interference-aware remote health monitoring system for non-hospitalized patients
Author :
Almashaqbeh, Ghada ; Hayajneh, Thaier ; Vasilakos, Athanasios V.
Author_Institution :
Dept. of Comput. Sci. & Eng., Univ. of Notre Dame, Notre Dame, IN, USA
fYear :
2014
fDate :
8-12 Dec. 2014
Firstpage :
2436
Lastpage :
2441
Abstract :
Distance health monitoring is becoming an attractive option for both the patients and the medical sector staff. However, these systems face many design challenges including the large amount of processed data, users´ mobility, and network coverage area. Accordingly, integrating cloud computing with Wireless Body Area Networks (WBANs) is amongst the best solutions to promote health monitoring systems. In this paper, we propose a cloud-based real-time remote health monitoring system. Several novel techniques are developed to optimize the performance of the proposed system. First, we utilize the concept of data classification and aggregation to reduce the traffic flow in the cloud. Second, a dynamic channel assignment policy is developed to distribute the users´ WBANs among the available frequency channels to manage interference. Third, to optimize the delay of the delivered data a delay-aware routing metric is proposed to be used in the multi-hop routing. In addition, this metric is further utilized by the association protocols used by the WBANs to connect with the cloud. The simulation results prove the efficiency of the proposed architecture in optimizing the end-to-end delay, managing interference, maximizing the network capacity, and tracking the mobility of the users.
Keywords :
biomedical communication; body area networks; channel allocation; cloud computing; medical computing; patient monitoring; pattern classification; radiofrequency interference; telecommunication congestion control; telecommunication network routing; wireless channels; WBAN; association protocol; cloud-based interference-aware remote health monitoring system; data classification; delay-aware routing metric; distance health monitoring; dynamic channel assignment policy; frequency channel; multihop routing; nonhospitalized patient; traffic flow; wireless body area network; Delays; Interference; Monitoring; Routing; Routing protocols;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Global Communications Conference (GLOBECOM), 2014 IEEE
Conference_Location :
Austin, TX
Type :
conf
DOI :
10.1109/GLOCOM.2014.7037173
Filename :
7037173
Link To Document :
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