Priority-based time-slot allocation in wireless body area networks during medical emergency situations: an evolutionary game-theoretic perspective.

IEEE journal of biomedical and health informatics(2015)

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摘要
In critical medical emergency situations, wireless body area network (WBAN) equipped health monitoring systems treat data packets with critical information regarding patients' health in the same way as data packets bearing regular healthcare information. This snag results in a higher average waiting time for the local data processing units (LDPUs) transmitting data packets of higher importance. In this paper, we formulate an algorithm for Priority-based Allocation of Time Slots (PATS) that considers a fitness parameter characterizing the criticality of health data that a packet carries, energy consumption rate for a transmitting LDPU, and other crucial LDPU properties. Based on this fitness parameter, we design the constant model hawk-dove game that ensures prioritizing the LDPUs based on crucial properties. In comparison with the existing works on priority-based wireless transmission, we measure and take into consideration the urgency, seriousness, and criticality associated with an LDPU and, thus, allocate transmission time slots proportionately. We show that the number of transmitting LDPUs in medical emergency situations can be reduced by 25.97%, in comparison with the existing time-division-based techniques.
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data packets,constant model hawk-dove game,health care,biomedical telemetry,hawk???dove game,time-division-based techniques,priority-based allocation of time slots,crucial ldpu properties,medical emergency situations,body area networks,patient monitoring,wireless body area network (wban),wireless body area network equipped health monitoring systems,body sensor networks,average waiting time,transmission time slots,priority-based wireless transmission,fitness parameter characterization,regular healthcare information,critical information,game theory,priority-based allocation-of-time slots,critical medical emergency situations,health data criticality,priority-based time-slot allocation,energy consumption rate,wireless lan,local data processing units,evolutionary game-theoretic perspective,medical diagnostic computing,games,resource management,sensors,hawk dove game,wireless sensor networks
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