DocumentCode
813530
Title
Highly reliable energy-saving mac for wireless body sensor networks in healthcare systems
Author
Otal, Begonya ; Alonso, Luis ; Verikoukis, Christos
Author_Institution
Centre Tecnol. de Telecomunicacions de Catalunya (CTTC), Barcelona
Volume
27
Issue
4
fYear
2009
fDate
5/1/2009 12:00:00 AM
Firstpage
553
Lastpage
565
Abstract
Wireless body sensor networks (BSNs) in healthcare systems operate under conflicting requirements. These are the maintenance of the desired reliability and message latency of data transmissions, while simultaneously maximizing battery lifetime of individual body sensors. In doing so, the characteristics of the entire system, including physical, medium access control (MAC), and application layers have to be considered. The aim of this paper is to develop a new MAC model for BSNs to fulfill all these specific rigorous requirements under realistic medical settings. For that purpose, a novel cross-layer fuzzy-rule scheduling algorithm and energy-aware radio activation policies are introduced. The main idea is to integrate a fuzzy-logic system in each body sensor to deal with multiple cross-layer input variables of diverse nature in an independent manner. By being autonomously aware of their current condition, body sensors are able to demand a "collision-free" time slot, whenever they consider it strictly required (e.g. high system packet delay or low body sensor residual battery lifetime). Similarly, they may refuse to transmit, if there is a bad channel link, thus permitting another body sensor to do so. This results in improving the system overall performance. The proposed MAC model is evaluated by computer simulations in terms of quality of service and energy consumption under specific healthcare scenarios.
Keywords
access protocols; body area networks; fuzzy logic; health care; quality of service; telecommunication network reliability; telemedicine; wireless sensor networks; collision-free time slot; cross-layer fuzzy-rule scheduling algorithm; data transmissions; energy-aware radio activation policies; fuzzy-logic system; healthcare systems; highly reliable energy-saving MAC; medium access control; message latency; multiple cross-layer input variables; quality of service; wireless body sensor networks; Batteries; Body sensor networks; Data communication; Delay; Maintenance; Media Access Protocol; Medical services; Sensor phenomena and characterization; Sensor systems; Wireless sensor networks; Body sensor networks, Energy consumption, Fuzzy logic, Healthcare, Medical applications, Medium access control, Quality of service, Scheduling;
fLanguage
English
Journal_Title
Selected Areas in Communications, IEEE Journal on
Publisher
ieee
ISSN
0733-8716
Type
jour
DOI
10.1109/JSAC.2009.090516
Filename
4909290
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