Data Aggregation in Wireless Sensor Networks for Lunar Exploration

X. Zhai, T. Vladimirova
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引用次数: 3

Abstract

This paper presents research work related to the development of Wireless Sensor Networks (WSN) gathering environmental data from the surface of the Moon. Data aggregation algorithms are applied to reduce the amount of the multi-sensor data collected by the WSN, which are to be sent to a Moon orbiter and later to Earth. A particular issue that is of utmost importance to space applications is energy efficiency and a main goal of the research is to optimise the algorithm design so that the WSN energy consumption is reduced. An extensive simulation experiment is carried out, which confirms that the use of the proposed algorithms enhances significantly the network performance in terms of energy consumption compared to routing the raw data. In addition, the proposed data aggregation algorithms are implemented successfully on a System-on-a-chip (SoC) embedded platform using a Xilinx Zynq FPGA device. The data aggregation has two important effects: the WSN life time is extended due to the saved energy and the original data accuracy is preserved. This research could be beneficial for a number of future security related applications, such as monitoring of phenomena that may affect Earth's planetary security/safety as well as monitoring the implementation of Moon treaties preventing establishment of military bases on the lunar surface.
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月球探测无线传感器网络中的数据聚合
本文介绍了从月球表面采集环境数据的无线传感器网络(WSN)的发展相关研究工作。数据聚合算法用于减少传感器网络收集的多传感器数据量,这些数据将被发送到月球轨道器,然后再发送到地球。能源效率是空间应用中最重要的一个特殊问题,研究的主要目标是优化算法设计,从而降低WSN的能耗。进行了广泛的仿真实验,证实了与路由原始数据相比,使用所提出的算法在能耗方面显着提高了网络性能。此外,所提出的数据聚合算法已使用Xilinx Zynq FPGA器件在片上系统(SoC)嵌入式平台上成功实现。数据聚合有两个重要的作用:一是节省了能量,延长了无线传感器网络的寿命;二是保持了原始数据的精度。这项研究可能有利于若干未来与安全有关的应用,例如监测可能影响地球行星安全/安全的现象,以及监测防止在月球表面建立军事基地的月球条约的执行情况。
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