Title :
Priority-Based Time-Slot Allocation in Wireless Body Area Networks During Medical Emergency Situations: An Evolutionary Game-Theoretic Perspective
Author :
Misra, Sudip ; Sarkar, Subhadeep
Author_Institution :
Sch. of Inf. Technol., Indian Inst. of Technol., Kharagpur, Kharagpur, India
Abstract :
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.
Keywords :
biomedical telemetry; body area networks; body sensor networks; game theory; health care; medical diagnostic computing; patient monitoring; wireless LAN; average waiting time; constant model hawk-dove game; critical information; critical medical emergency situations; crucial LDPU properties; data packets; energy consumption rate; evolutionary game-theoretic perspective; fitness parameter characterization; health data criticality; local data processing units; medical emergency situations; priority-based allocation-of-time slots; priority-based time-slot allocation; priority-based wireless transmission; regular healthcare information; time-division-based techniques; transmission time slots; wireless body area network equipped health monitoring systems; Biomedical monitoring; Games; Medical services; Monitoring; Resource management; Sensors; Wireless sensor networks; Hawk???dove game; priority-based allocation of time slots; wireless body area network (WBAN);
Journal_Title :
Biomedical and Health Informatics, IEEE Journal of
DOI :
10.1109/JBHI.2014.2313374