Synthesis of Data Collection Methods by Telecommunication Airplatforms in Wireless Sensors Networks

Romaniuk, Anton; Romaniuk, Valery; Sparavalo, Myroslav; Lysenko, Olexandr; Zhuk, Olexandr

doi:10.20535/2411-2976.22020.63-73

Cited by 2 publications

(2 citation statements)

References 7 publications

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“…The aim of the work is to improve the methods of direct collection by TA data from WSN nodes, the general directions of the synthesis, which are defined in [26].…”

Section: Introductionmentioning

confidence: 99%

Direct Data Collection Method by Telecommunications Aerial Platforms From the Wireless Sensor Network Nodes

Romaniuk

Samberg²

2021

ITS

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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.

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“…The aim of the work is to improve the methods of direct collection by TA data from WSN nodes, the general directions of the synthesis, which are defined in [26].…”

Section: Introductionmentioning

confidence: 99%

Direct Data Collection Method by Telecommunications Aerial Platforms From the Wireless Sensor Network Nodes

Romaniuk

Samberg²

2021

ITS

Self Cite

View full text Add to dashboard Cite

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“…The aim of this work is to improve the methods of direct collection of TA data from the WSN nodes, the general directions of synthesis of which are defined in [7].…”

Section: Introductionmentioning

confidence: 99%

Development of Methods of Positioning, Localization and Data Collection From Nodes of a Free Mobile Sensor Network Using Intelligent Adaptive Telecommunication Aeroplatforms

Romaniuk

Lysenko

Novikov

et al. 2021

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Background. The article presents the results of a study of methods of positioning, localization and data collection from nodes of a mobile wireless sensor network using intelligent adaptive telecommunication air platforms. To implement the study of this research topic, an analysis of literary sources on this topic was carried out. Based on a fairly rich bibliographic material, this work has the main task of examining, analyzing and systematizing already known approaches to positioning objects in wireless sensor networks using intelligent adaptive telecommunication air platforms and suggesting options for their development. Objective. The aim of the work is to improve the methods of direct data collection of TA from the nodes of BSM, the general directions of synthesis of which are defined in the work. Methods. Methods of cluster analysis (network clustering), graph theory (research of analytical models of BSM with TA functioning, construction of cluster topology), theory of telecommunication networks (when calculating bandwidth in BSM with TA radio channels) and theory were used to solve the formulated problem. (when developing a positioning model for telecommunications air platforms) Results. A technique for evaluating the effectiveness of methods for collecting data from wireless sensor networks using intelligent adaptive telecommunication air platforms is proposed. Conclusions. The method of collecting TA monitoring data from the main nodes of clustered BSM has been improved. The method of estimation of efficiency of methods of data collection with BSM by telecommunication air platforms is offered.

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Synthesis of Data Collection Methods by Telecommunication Airplatforms in Wireless Sensors Networks

Cited by 2 publications

References 7 publications

Direct Data Collection Method by Telecommunications Aerial Platforms From the Wireless Sensor Network Nodes

Direct Data Collection Method by Telecommunications Aerial Platforms From the Wireless Sensor Network Nodes

Development of Methods of Positioning, Localization and Data Collection From Nodes of a Free Mobile Sensor Network Using Intelligent Adaptive Telecommunication Aeroplatforms

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