Energy Efficient Spanning Tree for Data Aggregation in Wireless Sensor Networks

Z. Eskandari, M. Moghaddam, A. Mohajerzadeh
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引用次数: 37

Abstract

Wireless sensor networks (WSN) consist of some nodes that have limited processing power, memory and energy source. These constraints cause the algorithms that presented in this field focus on these constraints. Data aggregation is any process in which information is gathered and expressed in a summary form. Data aggregation has been put forward as an essential paradigm for wireless routing in sensor networks. The idea is to combine the data coming from different sources, eliminating redundancy, minimizing the number of transmissions and thus saving energy. For this purpose, sensor nodes must form aggregation tree, then forward sensed data to the root of this tree. Data is aggregated in intermediate nodes and the results are sent toward the root. In this paper we propose an energy aware algorithm for construction the aggregation tree. The proposed algorithm considers both the energy and distance parameters to construct the tree. Simulation results show that the proposed algorithm has better performance in terms of energy efficiency and number of failed nodes which increases the network lifetime.
基于能量高效生成树的无线传感器网络数据聚合
无线传感器网络(WSN)由一些节点组成,这些节点的处理能力、内存和能量都是有限的。这些约束使得该领域的算法主要关注这些约束。数据汇总是收集信息并以摘要形式表示的任何过程。数据聚合被认为是传感器网络中无线路由的基本范式。这个想法是将来自不同来源的数据结合起来,消除冗余,最大限度地减少传输数量,从而节省能源。为此,传感器节点必须形成聚合树,然后将感知到的数据转发到该树的根节点。数据在中间节点中聚合,结果发送到根节点。本文提出了一种能量感知的聚合树构造算法。该算法同时考虑能量和距离参数来构建树。仿真结果表明,该算法在能源效率和故障节点数量方面具有更好的性能,提高了网络的生存时间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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