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Ant Colony inspired Self-Optimized Routing Protocol based on Cross Layer Architecture for Wireless Sensor Networks

机译:蚁群启发的基于跨层架构的无线传感器网络自优化路由协议

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Nowadays, wireless sensor networks (WSNs) are becoming increasingly beneficial, worthwhile and a challenging research area. The advancements in WSN enable a wide range of environmental monitoring and object tracking applications. Moreover, multihop (node by node) routing in WSN is affected by new devices constantly entering or leaving the network. Therefore, nature inspired self-maintained protocols are required to tackle the problems arising in WSN. We proposed ant colony stimulated routing, which shows an outstanding performance for WSNs. In this manuscript, a cross layer design based self-optimized (ACO) routing protocol for WSN and the results are presented. Link quality, energy level and velocity parameters are used to discover an optimal route. The signal strength, remaining power and timestamp metrics are trade in from physical layer to network layer. The emitted decision through the WSN discovery will establish the optimal route from source to destination. The adopted cross layer architecture helps ACO in improving the overall data throughput; especially in the case of real time traffic.
机译:如今,无线传感器网络(WSN)变得越来越有益,有价值和充满挑战的研究领域。 WSN的进步实现了广泛的环境监控和对象跟踪应用。而且,WSN中的多跳(逐节点)路由会受到不断进入或离开网络的新设备的影响。因此,需要自然启发的自维护协议来解决WSN中出现的问题。我们提出了蚁群刺激的路由,这显示了WSN的出色性能。在此手稿中,提出了一种基于跨层设计的WSN自优化(ACO)路由协议,并给出了结果。链路质量,能级和速度参数用于发现最佳路线。信号强度,剩余功率和时间戳指标在物理层到网络层之间进行权衡。通过WSN发现发出的决策将建立从源到目的地的最佳路由。所采用的跨层体系结构可帮助ACO提高整体数据吞吐量;特别是在实时流量的情况下。

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