DIRECT DATA COLLECTION METHOD BY TELECOMMUNICATIONS AERIAL PLATFORMS FROM THE WIRELESS SENSOR NETWORK NODES

A. Romaniuk, A. Samberg
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引用次数: 1

Abstract

Background. To collect monitoring data from the nodes of the wireless sensor network in the absence of public telecommunications infrastructure, it is proposed to use telecommunications aerial platforms (TA), built on the basis of UAVs. Each telecommunication aerial platform acts as a mobile gateway, dynamically creates virtual clusters in the network, determines the data collection points in the clusters and their flight paths, forms a schedule and exchanges data with cluster nodes depending on their location coordinates relative to the TA flight path, battery power level and volume of monitoring data. Objective. The aim of the paper is to improve the efficiency of data collection from wireless sensor network nodes by telecommunication aerial platforms. Methods. Unlike existing data collection methods, the proposed method: uses the FOREL (FORmal ELement) cluster analysis method for clustering the network, new rules for selecting data collection points and rules for data transmission between TA and cluster nodes to achieve the specified target control functions: minimization of TA data collection time, maximization of network operation time, minimization of used TA. Results. The proposed monitoring data collecting method by TA from the nodes of the wireless sensor network allows increasing the efficiency of achieving a given target control function (reduce the time of data collection, increase the time of network operation, reduce the number of telecommunication aerial platforms used). Conclusions. The implementation of the proposed method into the specialized software of the wireless sensor network control system will improve the efficiency of the sensor node data collection process by telecommunication aerial platforms. Keywords: wireless sensor network; data collection method; network clustering; telecommunication aerial platform.
利用电信空中平台从无线传感器网络节点直接采集数据的方法
背景。为了在没有公共电信基础设施的情况下从无线传感器网络的节点收集监测数据,提出使用基于无人机的电信空中平台(TA)。每个电信空中平台作为移动网关,在网络中动态创建虚拟集群,确定集群中的数据采集点及其飞行路径,根据集群节点相对于TA飞行路径的位置坐标、电池电量和监控数据量,形成时间表并与集群节点交换数据。目标。本文的目的是为了提高无线传感器网络节点的数据采集效率。方法。与现有的数据采集方法不同,本文提出的方法:采用FOREL (FORmal ELement)聚类分析方法对网络进行聚类,采用新的数据采集点选择规则和TA与集群节点之间的数据传输规则,实现指定的目标控制功能:TA数据采集时间最小化、网络运行时间最大化、使用TA最小化。结果。本文提出的利用无线传感器网络节点的TA采集监测数据的方法可以提高实现给定目标控制功能的效率(减少数据采集时间,增加网络运行时间,减少使用的电信空中平台数量)。结论。将该方法实现到无线传感器网络控制系统的专用软件中,将提高电信航空平台对传感器节点数据采集过程的效率。关键词:无线传感器网络;数据收集方法;网络聚类;电信空中平台。
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