An efficient clustering design for cellular based machine-to-machine communications
An efficient clustering design for cellular based machine-to-machine communications
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DOI：
10.1109/nrsc.2018.8354387
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发表时间：
2018-03
期刊：
影响因子：
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通讯作者：
Somaya A. El-Feshawy;W. Saad;M. Shokair;M. Dessouky
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文献类型：
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作者：
Somaya A. El-Feshawy;W. Saad;M. Shokair;M. Dessouky
机器对机器（M2M）通信是未来的技术，将包括大量的设备。因此，M2M系统需要消耗大量的能量来处理大量的数据传输，这使得设备的消耗速度过快，无法长期维护系统。这就是为什么提出一个有效的集群设计来减少这种消耗的原因。本文提出了一种基于簇头优化选择（OSCH）的M2M网络高效聚类设计方法。通过采用这种设计，实现了最低的能耗。因此，网络生命周期得到了最大化。编写了大量的MATLAB程序来评估系统在能耗和网络寿命方面的性能。最后，仿真结果表明，OSCH方法的设计优于其他相关方法。
Machine to Machine (M2M) communication is the future technology that will comprise a massive number of devices. As a consequence, M2M systems consume a huge amount of energy to handle massive data transfers, which exhaust the devices too fast to maintain the system in a long term. This is the reason which motivates the proposal of an efficient clustering design to decrease this exhausting. This paper suggests an efficient clustering design for M2M networks, which is based on an approach called Optimum Selection of Cluster Heads (OSCH). By applying this design, the minimum energy consumption has been achieved. Accordingly, the network lifetime has been maximized. Extensive MATLAB programs are done to evaluate the system performance with respect to energy consumption and network lifetime. Finally, simulation results illustrate that OSCH approach design outperforms other related previous ones when compared.