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
Link To Document :
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