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An Equilibrium Strategy-Based Routing Optimization Algorithm for Wireless Sensor Networks

机译:基于均衡策略的无线传感器网络路由优化算法

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摘要

In energy-constrained wireless sensor networks (WSNs), the design of an energy-efficient smart strategy is a key to extend the network lifetime, but the unbalance of energy consumption and node load severely restrict the long-term operation of the network. To address these issues, a novel routing algorithm which considers both energy saving and load balancing is proposed in this paper. First of all, the transmission energy consumption, node residual energy and path hops are considered to create the link cost, and then a minimum routing graph is generated based on the link cost. Finally, in order to ensure the balance of traffic and residual energy of each node in the network, an “edge-cutting” strategy is proposed to optimize the minimum routing graph and turn it into a minimum routing tree. The simulation results show that, the proposed algorithm not only can balance the network load and prolong the lifetime of network, but meet the needs of delay and packet loss rate.
机译:在能量受限的无线传感器网络(WSN)中,设计高效节能的智​​能策略是延长网络寿命的关键,但是能量消耗和节点负载的不平衡严重限制了网络的长期运行。为了解决这些问题,本文提出了一种兼顾节能和负载均衡的新型路由算法。首先,考虑传输能量消耗,节点剩余能量和路径跳数以创建链路成本,然后根据链路成本生成最小路由图。最后,为了确保网络中每个节点的流量和剩余能量之间的平衡,提出了一种“切边”策略,以优化最小路由图并将其转变为最小路由树。仿真结果表明,该算法不仅可以均衡网络负载,延长网络寿命,而且可以满足时延和丢包率的需求。

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