Naderloo AliReza, Fatemi Aghda Seyed Ali, Mirfakhraei Mahdi
Iran University of Medical Sciences, Tehran, Iran.
Department of Computer Engineering, Islamic Azad University, Tehran, Iran.
Soft comput. 2023;27(10):6151-6158. doi: 10.1007/s00500-023-07976-6. Epub 2023 Mar 20.
The wireless sensor network is of great interest due to its special features and applications. Due to the computational limitation and power supply of these networks, hierarchical cluster routing is mentioned as a solution to improve the problem of energy consumption and network lifetime. In our study, a fuzzy-based clustering routing protocol was proposed that uses network zoning and node residual energy parameters, node distance to the center of each zone, and node-to-base station angle as fuzzy input for cluster head selection. In the proposed method with the aim of reducing network energy consumption, the responsibility of choosing CHs in each area, determining the area of each node, calculating the distance of each node to the center and calculating the angle of each node was assigned to the BS. The proposed method was carried out with Farahzadi, LEACH, MSCR protocols in terms of network lifetime evaluation criteria, stability period, selection and number of CH and average residual energy in MATLAB environment. The comparison of the results showed that the proposed method has performed better in terms of criteria, so that the network lifetime as one of the important indicators, the proposed method has improved by 50%, 40% and 20%, respectively, compared to LEACH, Farahzadi and MSCR methods.
无线传感器网络因其特殊的特性和应用而备受关注。由于这些网络的计算能力限制和电源供应问题,层次聚类路由被提及作为一种解决能耗和网络寿命问题的方案。在我们的研究中,提出了一种基于模糊的聚类路由协议,该协议使用网络分区和节点剩余能量参数、节点到每个区域中心的距离以及节点到基站的角度作为簇头选择的模糊输入。在所提出的方法中,为了降低网络能耗,在每个区域选择簇头、确定每个节点的区域、计算每个节点到中心的距离以及计算每个节点的角度的职责被分配给基站。在所提出的方法中,就网络寿命评估标准、稳定期、簇头的选择和数量以及平均剩余能量而言,在MATLAB环境中与Farahzadi、LEACH、MSCR协议进行了比较。结果比较表明,所提出方法在这些标准方面表现更好,以至于作为重要指标之一的网络寿命,与LEACH、Farahzadi和MSCR方法相比,所提出方法分别提高了50%、40%和20%。