基于优先队列N策略的无线传感器网络寿命延长方法

Jyun-Fan Ke, Wenxia Chen, Der-Chen Huang
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引用次数: 3

摘要

本文提出了一种在无线传感器网络(WSN)中实现分组传输速度和电池寿命平衡的方法。传感器节点获得的数据由不同类型的信息组成,具有不同的重要程度。如果根据数据的重要程度错误判断报文的优先级,可能会造成重要信息传输的延迟。系统状态不同,传感器节点消耗的能量也不同。因此,本研究利用排队理论和生灭过程建立了一个能够量化各种能耗参数的数学模型。利用MATLAB计算了具有两个队列的传感器节点的系统状态概率分布。然后利用包延迟方程得到不同优先级的包的延迟时间期望值。我们调整各种系统参数,并观察这些变化对系统状态概率的影响。最后,我们使用不同的N值来获得系统能耗的最小值。获得该值有助于克服能量空穴问题(EHP),从而延长整个WSN的使用寿命。对数据包进行优先级排序可以保证重要数据在更短的时间内传输。实验结果表明,该方法降低了能耗,并能以较小的分组延迟时间传输重要数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Life extend approach based on priority Queue N strategy for wireless sensor network
In this paper, we proposed a method on the tradeoff between packet transmission speed and battery life in wireless sensor networks (WSN). The data obtained by sensor nodes comprised various types of information with various levels of importance. A misjudgment of the priority of packets according to the importance of data may delay the transmission of important information. The energy consumed by sensor nodes varies according to system states. Therefore, this research used queuing theory and the birth-death process to build a mathematical model capable of quantifying various energy consumption parameters. MATLAB was used to calculate the distribution of system state probability for sensor nodes with two queues. Packet delay equation was then applied to obtain the expected values of delay time for packets of various priorities. We adjust various system parameters and observe how these changes influenced system state probability. Finally, we use different N values to obtain the minimal value of system energy consumption. Obtaining this value helps to overcome the energy hole problem (EHP), which in turn extends the lifespan of the overall WSN. Prioritizing packets can ensure the transmission of important data within a shorter time span. Experimental results show the energy consumption is reduced and important data can be transmitted with less packet delay time.
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