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A Hybrid Routing Protocol for Robust Wireless Sensor Networks

机译:鲁棒无线传感器网络的混合路由协议

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Deploying a large number of tiny sensor nodes in unattended locations leads to a wide variety of WSN applications in military, environment, health, and disaster management areas. As sensor nodes consist of limited energy resources and recharging them is not possible, it is necessary to design the energyefficient routing protocols. Most of the literature on routing protocols for WSNs can be broadly classified into centralized and distributed protocols. In centralized protocols such as low-energy adaptive clustering hierarchy (LEACH), nodes transmit the data directly to cluster heads. Cluster heads gather the information from all the sensor nodes in the cluster and forwards to the base station. Node failures is a common phenomenon in WSNs. Failure of cluster heads leads to loss of information in that cluster. Hence, centralized protocols are less robust to topology changes due to node failures. To overcome this problem, we can implement distributed algorithms such as average consensus algorithms, where nodes exchange information with only the direct neighbors and calculate the weighted average at every time instant. This process will continue until every node obtains the average of the initial parameter values. Although, this protocol is highly robust to topology changes, it consumes a lot of energy compared to the LEACH protocol. In this work, we compare the energy consumed in the LEACH protocol and the consensus routing protocol and propose an alternative algorithm which is more robust than LEACH and highly energy-efficient than consensus protocol.
机译:在无人值守的位置部署大量微型传感器节点会导致在军事,环境,健康和灾难管理领域的各种WSN应用程序。由于传感器节点由有限的能源组成,无法对其进行充电,因此有必要设计节能路由协议。关于WSN的路由协议的大多数文献可以大致分为集中式协议和分布式协议。在诸如低能耗自适应群集层次结构(LEACH)之类的集中式协议中,节点将数据直接传输到群集头。群集头从群集中的所有传感器节点收集信息,然后转发到基站。节点故障是WSN中的常见现象。群集头的故障会导致该群集中信息的丢失。因此,集中式协议对于由于节点故障引起的拓扑变化的鲁棒性较差。为了克服这个问题,我们可以实现诸如平均共识算法之类的分布式算法,其中节点仅与直接邻居交换信息,并在每个时刻计算加权平均值。该过程将继续进行,直到每个节点都获得初始参数值的平均值为止。尽管此协议对拓扑更改具有很高的鲁棒性,但与LEACH协议相比,它消耗大量能量。在这项工作中,我们比较了LEACH协议和共识路由协议中消耗的能量,并提出了一种替代算法,该算法比LEACH更加健壮,并且比共识协议具有更高的能源效率。

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