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首页> 外文期刊>International Journal of Distributed Sensor Networks >Energy-Efficient Chain Formation Algorithm for Data Gathering in Wireless Sensor Networks
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Energy-Efficient Chain Formation Algorithm for Data Gathering in Wireless Sensor Networks

机译:无线传感器网络中用于数据收集的节能链形成算法

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In wireless sensor networks, since sensor nodes are distributed in inaccessible regions for data gathering, they need to be operated during an assigned time without battery recharging and relocation. For this reason, there has been abundant research on improving energy efficiency. PEGASIS, one of the well-known chain-based routing protocols for improving energy efficiency, builds a chain based on the greedy algorithm. However, due to long communication distance of some sensor nodes in a chain formed by the greedy algorithm, unbalanced energy consumption of sensor nodes occurs. Eventually, the network lifetime from this cause decreases. We propose energy efficient chain formation (EECF) algorithm to resolve the unbalanced energy consumption problem caused by long-distance data transmission of some nodes in a chain formed by the greedy algorithm. The simulation results are used to verify the energy consumption balance of sensor nodes and the whole network lifetime. In simulation, it is shown that EECF produces better results than the greedy algorithm.
机译:在无线传感器网络中,由于传感器节点分布在不可访问的区域中以进行数据收集,因此它们需要在指定的时间内运行,而无需对电池进行充电和重新定位。因此,在提高能源效率方面进行了大量的研究。 PEGASIS是众所周知的用于提高能源效率的基于链的路由协议之一,它基于贪婪算法构建了一条链。然而,由于由贪婪算法形成的链中的某些传感器节点的通信距离较长,因此会发生传感器节点能量消耗不平衡的情况。最终,此原因导致的网络寿命缩短。为了解决由贪婪算法形成的链中某些节点的长距离数据传输所引起的能量消耗不平衡问题,提出了一种高效节能链形成(EECF)算法。仿真结果用于验证传感器节点的能耗平衡和整个网络寿命。在仿真中表明,EECF比贪婪算法产生更好的结果。

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