Lifetime Enhancement of WSN Based on Improved LEACH with Cluster Head Alternative Gateway

Abdel-Nasser Ateeq, Israa Obaid, O. Othman, Ahmed Awad
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Abstract

Wireless Sensor Network (WSN) is a self-configured network of light-weight nodes, that are used in many applications by sending their data through this network to a Base Station (BS), which in turn, delivers the data to its final destination. In WSN, the sensor node’s energy is usually limited, and thus, the overall power consumption of the network is a real challenge. Numerous methods have been proposed to overcome this challenge by improving the overall power consumption and thus, prolonging the lifetime of the network. Low Energy Adaptive Clustering Hierarchy (LEACH) protocol has been considered as a leading routing protocol in WSN, due to its low power consumption resultant from its cluster-based behavior. However, for dense networks, LEACH suffers from large burden over cluster head (CH), which might result in packet loss due to the induced congestion in the CH. In this paper, an improved algorithm based on LEACH is proposed to maximize the lifetime of WSN, by using another node to relieve CH’s burden. The routing path selection process is refined through selecting a new node that has the highest residual energy in each cluster to be an alternative gateway for the cluster head. Then, the routing path will be decided based on distance. This modified algorithm outperforms the original LEACH by 4.35% increase in the residual energy, which prolongs the network lifetime. However, there is a slight increase in the overhead ratio.
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基于簇头备选网关改进LEACH的WSN寿命增强
无线传感器网络(WSN)是一种自配置的轻型节点网络,在许多应用中使用的是通过该网络将数据发送到基站(BS),基站将数据传递到最终目的地。在无线传感器网络中,传感器节点的能量通常是有限的,因此,网络的整体功耗是一个真正的挑战。已经提出了许多方法来克服这一挑战,通过提高总体功耗,从而延长网络的生命周期。低能量自适应聚类层次(LEACH)协议由于其基于簇的低功耗特性而被认为是WSN中领先的路由协议。然而,对于密集网络,LEACH算法在簇头(CH)上的负担较大,可能会导致簇头拥塞导致丢包。本文提出了一种基于LEACH算法的改进算法,通过使用另一个节点来减轻簇头的负担,从而最大化WSN的生存期。通过在每个簇中选择剩余能量最高的新节点作为簇头的备选网关,改进了路由路径选择过程。然后,根据距离确定路由路径。改进后的算法比原LEACH算法的剩余能量提高了4.35%,延长了网络的生存期。但是,开销比有轻微的增加。
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