DocumentCode :
121886
Title :
Integrated network selection scheme for remote healthcare systems
Author :
Sehgal, Amit ; Agrawal, Rajeev
Author_Institution :
Dept. of ECE, G.L. Bajaj Inst. of Technol. & Manage., Noida, India
fYear :
2014
fDate :
7-8 Feb. 2014
Firstpage :
790
Lastpage :
796
Abstract :
The quality of service parameters (QoS) needed for remote patient monitoring are generally known to the users in linguistic terms e.g. low, medium, high etc. However, the real time values observed for available networks are crisp. This paper presents an integrated approach for network selection in heterogeneous network for m-health applications by obtaining QoS requirements in linguistic terms from clinical parameters in crisp format. We propose to generate a Trust Matrix which provides an alternate approach to writing large number of fuzzy rules to draw fuzzy inferences. Trust Value obtained from each row of Trust Matrix is compared with Desired Trust Value calculated as per level of critical nature of the patient/disease. Most suitable network is selected to transmit vital information of the patient to the medical practitioner. The proposed approach is simulated for different patients at different levels of critical nature of a disease, taking diabetes as a clinical case study. The results show that based on the level of disease, network selected is different for different levels.
Keywords :
diseases; fuzzy reasoning; health care; mobile computing; patient monitoring; quality of service; telemedicine; QoS; Trust Matrix; clinical parameters; diabetes; disease; fuzzy inferences; fuzzy rules; heterogeneous network; integrated network selection scheme; linguistic terms; m-health applications; quality of service parameters; remote healthcare systems; remote patient monitoring; trust value; Bit error rate; Communication system security; Delays; Diseases; Lead; Quality of service; Wireless communication; fuzzy logic; heterogeneous networks; m-health; network selection; trust matrix;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Issues and Challenges in Intelligent Computing Techniques (ICICT), 2014 International Conference on
Conference_Location :
Ghaziabad
Type :
conf
DOI :
10.1109/ICICICT.2014.6781381
Filename :
6781381
Link To Document :
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