Priority-Based Time-Slot Allocation in Wireless Body Area Networks During Medical Emergency Situations: An Evolutionary Game-Theoretic Perspective

被引:112
作者
Misra, Sudip [1 ]
Sarkar, Subhadeep [2 ]
机构
[1] Indian Inst Technol, Sch Informat Technol, Kharagpur 721302, W Bengal, India
[2] Indian Inst Technol, Sch Med Sci & Technol, Sch Informat Technol, Kharagpur 721302, W Bengal, India
关键词
Hawk-dove game; priority-based allocation of time slots; wireless body area network (WBAN); CONGESTION AVOIDANCE; CARE; FRAMEWORK;
D O I
10.1109/JBHI.2014.2313374
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
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.
引用
收藏
页码:541 / 548
页数:8
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