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Adaptive cluster-based relay-node placement for disjoint wireless sensor networks

机译:基于自适应群集的中继节点放置,用于不相交的无线传感器网络

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Abstract Wireless sensor networks are formed with very small sensor devices with limited energy and short transmission range. Sensors are randomly deployed in remote areas with harsh conditions. Due to this, their distribution are non-uniform. In a hostile environment, the occurring of large scale failure is very often and it creates partitions of different sizes in the network. Restoring the network connectivity is very crucial for network functioning. Typically sensors are static and communication is bi-directional and we need to reconnect the network with the additional relay sensor nodes. After reconnecting the network, overhead on relays is very high and thus it consumes more energy and high computational power. Optimal number of relay nodes required for reconnecting the network is an NP-hard problem. Here, we proposed a new heuristic approach called adaptive Cluster-based Relay Placement Algorithm. Our approach is to reconnecting the networks based on finding the nearest partitions using their centroids. Using the proposed algorithm, relays are placed on the denser part of the partitions and number of required relays are also minimum. It reduces the network recovery time and increases the network lifetime. Through simulation, we show that the proposed algorithm performs better than the existing approaches.
机译:摘要无线传感器网络形成有非常小的传感器设备,能量有限,传输范围短。传感器随机部署在具有恶劣条件的偏远地区。由于这一点,它们的分布是不均匀的。在一个敌对的环境中,大规模失败的发生通常很多并且它在网络中创造了不同大小的分区。恢复网络连接对于网络运行非常重要。通常,传感器是静态的,并且通信是双向的,我们需要将网络与附加继电器传感器节点重新连接。重新连接网络后,继电器上的开销非常高,因此它消耗更多的能量和高计算能力。重新连接网络所需的最佳中继节点是NP难题。在这里,我们提出了一种称为基于自适应群集的中继放置算法的新启发式方法。我们的方法是根据使用其质心查找最近的分区重新连接网络。使用所提出的算法,继电器放置在分区的密度部分上,所需继电器的数量也是最小的。它降低了网络恢复时间并增加了网络生命周期。通过模拟,我们表明所提出的算法比现有方法更好。

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