排队理论在无线传感器网络设计与分析中的作用

Shruti Lall, A. Alfa, B. T. Maharaj
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引用次数: 8

摘要

大多数关于无线传感器网络(WSNs)数学建模的研究主要集中在优化方面,例如与传感器放置、数据路由、可靠性等相关的方面。令人惊讶的是,与节点上数据处理和传输的性能分析有关的问题并没有受到那么多的关注。实际上,由于队列的建立,在节点上发生了相当多的数据延迟。因此,理解队列在WSN建模中的作用是非常重要的。在本文中,我们研究了应用于无线传感器网络的排队的文献,并提供了对当前艺术状态和未来方向的见解。队列理论在无线传感器网络中的应用大致分为四类,即拥塞控制方法、功率分配方案、网络性能评估技术和调度方案。
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The role of queueing theory in the design and analysis of wireless sensor networks: An insight
Most research on the mathematical modelling of wireless sensor networks (WSNs) have focussed mainly on the optimization aspects, such as those relating to sensor placements, data routing, reliability, etc. Surprisingly the issue relating to performance analysis of data processing and transmission at the nodes, have not received as much attention. A considerable amount of delay to data actually happens at the nodes as a result of queue build up. Hence, understanding the role of queueing in WSN modelling is very important. In this paper we study the literature of queueing as applied to WSNs and provide insight to the current state of the art and directions for the future. The utilization of queueing theory in WSNs is broadly classified into four categories, namely, congestion control methods, power allocation schemes, network performance evaluation techniques and scheduling schemes.
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