面向物联网的无线传感器网络覆盖及能效分析

Amirhosein Imani, M. Eslami, J. Haghighat
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引用次数: 0

摘要

无线传感器网络(WSNs)在物联网(IoT)中发挥着重要作用,近年来引起了人们的广泛关注。在无线传感器网络中,以最少的能耗保持所需的覆盖范围通常是非常重要的。本文研究了随机部署无线传感器网络的覆盖和能量效率。我们使用随机几何来分析覆盖的概率,考虑到节点的衰落和随机位置。进一步证明了无衰落覆盖概率是有衰落覆盖概率的一种特殊情况。此外,我们将能源效率定义为覆盖与平均能源消耗的比率。这是能源效率的新定义,旨在确定每单位能源消耗获得的覆盖水平。给出了随机定位节点在有衰落和无衰落情况下的覆盖和能效仿真结果。为了获得最大的能量效率,结合仿真结果确定了传感器的最优感知半径。
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Coverage and Energy Efficiency Analysis of Wireless Sensor Networks for Internet of Things
Wireless sensor networks (WSNs) have attracted a lot of attention in recent years because they have a vital role in Internet of Things (IoT). In WSNs, it is often very important to maintain the desired amount of coverage with the least energy consumption. In this paper, the coverage and energy efficiency of randomly deployed wireless sensor networks are investigated. We use stochastic geometry to analyze the probability of coverage considering fading and random location of the nodes. Furthermore, It is shown that the probability of coverage without fading is a special case of the probability of coverage with fading. In addition, we define and analyze energy efficiency as the ratio of coverage to average energy consumption. This is a new definition of energy efficiency that seeks to determine the coverage level acquired per unit energy consumption. The simulation results in terms of coverage and energy efficiency are presented for randomly located nodes with and without fading. For maximum energy efficiency, the optimal sensing radius of the sensors are determined with the help of simulation results.
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CiteScore
1.70
自引率
14.30%
发文量
17
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