Nurlan Zhanserik, Zhukabayeva Tamara, Othman Mohamed
Faculty of Information Technology, L.N. Gumilyov Eurasian National University, Nur-Sultan CO 010000, Kazakhstan.
Department of Communication Technology and Network, Universiti Putra Malaysia, Serdang 43400, Selangor, Malaysia.
Sensors (Basel). 2021 Feb 3;21(4):1021. doi: 10.3390/s21041021.
Wireless sensor networks (WSN) are networks of thousands of nodes installed in a defined physical environment to sense and monitor its state condition. The viability of such a network is directly dependent and limited by the power of batteries supplying the nodes of these networks, which represents a disadvantage of such a network. To improve and extend the life of WSNs, scientists around the world regularly develop various routing protocols that minimize and optimize the energy consumption of sensor network nodes. This article, introduces a new heterogeneous-aware routing protocol well known as Extended Z-SEP Routing Protocol with Hierarchical Clustering Approach for Wireless Heterogeneous Sensor Network or EZ-SEP, where the connection of nodes to a base station (BS) is done via a hybrid method, i.e., a certain amount of nodes communicate with the base station directly, while the remaining ones form a cluster to transfer data. Parameters of the field are unknown, and the field is partitioned into zones depending on the node energy. We reviewed the Z-SEP protocol concerning the election of the cluster head (CH) and its communication with BS and presented a novel extended mechanism for the selection of the CH based on remaining residual energy. In addition, EZ-SEP is weighted up using various estimation schemes such as base station repositioning, altering the field density, and variable nodes energy for comparison with the previous parent algorithm. EZ-SEP was executed and compared to routing protocols such as Z-SEP, SEP, and LEACH. The proposed algorithm performed using the MATLAB R2016b simulator. Simulation results show that our proposed extended version performs better than Z-SEP in the stability period due to an increase in the number of active nodes by 48%, in efficiency of network by the high packet delivery coefficient by 16% and optimizes the average power consumption compared to by 34.
无线传感器网络(WSN)是由数千个节点组成的网络,这些节点安装在特定的物理环境中,用于感知和监测其状态条件。这种网络的可行性直接取决于并受限于为这些网络节点供电的电池电量,这是此类网络的一个缺点。为了改善和延长无线传感器网络的寿命,世界各地的科学家定期开发各种路由协议,以最小化和优化传感器网络节点的能量消耗。本文介绍了一种新的异构感知路由协议,即用于无线异构传感器网络的具有分层聚类方法的扩展Z-SEP路由协议(EZ-SEP),其中节点与基站(BS)的连接通过混合方法完成,即一定数量的节点直接与基站通信,而其余节点形成一个簇来传输数据。该区域的参数未知,并且根据节点能量将该区域划分为多个区域。我们回顾了关于簇头(CH)选举及其与基站通信的Z-SEP协议,并提出了一种基于剩余能量的簇头选择新扩展机制。此外,使用各种估计方案(如基站重新定位、改变区域密度和可变节点能量)对EZ-SEP进行加权,以便与先前的父算法进行比较。执行了EZ-SEP并将其与Z-SEP、SEP和LEACH等路由协议进行比较。所提出的算法使用MATLAB R2016b模拟器执行。仿真结果表明,我们提出的扩展版本在稳定期的性能优于Z-SEP,因为活跃节点数量增加了48%,网络效率提高了16%(通过高分组交付系数),并且与Z-SEP相比,平均功耗优化了34%。