DocumentCode
2234230
Title
A network reliability oriented event detection scheme for Wireless Sensors and Actors Networks
Author
Dima, Sofia-Maria ; Antonopoulos, Chnstos ; Gialelis, John ; Koubias, Stavros
Author_Institution
Electr. & Comput. Eng. Dept., Univ. of Patras, Patras, Greece
fYear
2012
fDate
19-21 March 2012
Firstpage
362
Lastpage
367
Abstract
Wireless Sensors and Actors Networks (WSANs) emphasize the necessity of accurate event detection in order to achieve ubiquitous monitoring in realistic environments and perform appropriate actions on them. One of the most significant applications is health monitoring. This paper is aiming to propose a fuzzy logic system based on multi-sensor vital and environmental data, in order to detect distress situations. Also, a data accuracy fuzzy system is presented in order to estimate the network confidence. Both systems have been evaluated in order to demonstrate their validity and usefulness. The outputs of the aforementioned systems are associated so as to trigger the optimal acting tasks. The proposed data fusion scheme aims at improving the reliability of the system and can be adaptively modified and further enhanced in terms of more sensor readings, number of rules etc.
Keywords
biomedical communication; fuzzy logic; fuzzy systems; health care; patient monitoring; sensor fusion; telecommunication network reliability; ubiquitous computing; wireless sensor networks; WSAN; data accuracy fuzzy system; data fusion; distress situation detection; environmental data; fuzzy logic system; health monitoring; multisensor vital data; network confidence; network reliability oriented event detection scheme; optimal acting task; sensor reading; ubiquitous monitoring; wireless sensors and actors network; Medical services; Robustness;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Technology (ICIT), 2012 IEEE International Conference on
Conference_Location
Athens
Print_ISBN
978-1-4673-0340-8
Type
conf
DOI
10.1109/ICIT.2012.6209964
Filename
6209964
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