Reducing the Amount of Data for Creating Routes in a Dynamic DTN via Wi-Fi on the Basis of Static Data

Reducing the Amount of Data for Creating Routes in a Dynamic DTN via Wi-Fi on the Basis of Static Data

This article presents the results of research on the acceleration of data processing in the construction routing in dynamic DTN, realized through the devices established in moving objects and connected by means of Wi-Fi. The routes are constructed based on the prehistory of the movement of objects,...

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Main Authors: Yulia Shichkina, Alexander Koblov
Format: Article
Language:English
Published: Hindawi Limited 2017-01-01
Series:Journal of Computer Networks and Communications
Online Access:http://dx.doi.org/10.1155/2017/9128785
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spelling doaj-397c96c9e2ac40fa9b8f72792b37898b2020-11-24T23:22:23ZengHindawi LimitedJournal of Computer Networks and Communications2090-71412090-715X2017-01-01201710.1155/2017/91287859128785Reducing the Amount of Data for Creating Routes in a Dynamic DTN via Wi-Fi on the Basis of Static DataYulia Shichkina0Alexander Koblov1Saint Petersburg Electrotechnical University “LETI”, Ul. Professora Popova 5, St. Petersburg 197376, RussiaSaint Petersburg Electrotechnical University “LETI”, Ul. Professora Popova 5, St. Petersburg 197376, RussiaThis article presents the results of research on the acceleration of data processing in the construction routing in dynamic DTN, realized through the devices established in moving objects and connected by means of Wi-Fi. The routes are constructed based on the prehistory of the movement of objects, which is stored in the database in the csv format. This database has a large volume and contains unnecessary and incorrect information. The article shows the possibility of speeding up the process of constructing routes using data precleaning. Reducing data volume is proposed by constructing an enlarged grid on the object movement map. This article also demonstrates the use of fuzzy logic and graph theory for constructing routes.http://dx.doi.org/10.1155/2017/9128785
collection DOAJ
language English
format Article
sources DOAJ
author Yulia Shichkina
Alexander Koblov
spellingShingle Yulia Shichkina
Alexander Koblov
Reducing the Amount of Data for Creating Routes in a Dynamic DTN via Wi-Fi on the Basis of Static Data
Journal of Computer Networks and Communications
author_facet Yulia Shichkina
Alexander Koblov
author_sort Yulia Shichkina
title Reducing the Amount of Data for Creating Routes in a Dynamic DTN via Wi-Fi on the Basis of Static Data
title_short Reducing the Amount of Data for Creating Routes in a Dynamic DTN via Wi-Fi on the Basis of Static Data
title_full Reducing the Amount of Data for Creating Routes in a Dynamic DTN via Wi-Fi on the Basis of Static Data
title_fullStr Reducing the Amount of Data for Creating Routes in a Dynamic DTN via Wi-Fi on the Basis of Static Data
title_full_unstemmed Reducing the Amount of Data for Creating Routes in a Dynamic DTN via Wi-Fi on the Basis of Static Data
title_sort reducing the amount of data for creating routes in a dynamic dtn via wi-fi on the basis of static data
publisher Hindawi Limited
series Journal of Computer Networks and Communications
issn 2090-7141
2090-715X
publishDate 2017-01-01
description This article presents the results of research on the acceleration of data processing in the construction routing in dynamic DTN, realized through the devices established in moving objects and connected by means of Wi-Fi. The routes are constructed based on the prehistory of the movement of objects, which is stored in the database in the csv format. This database has a large volume and contains unnecessary and incorrect information. The article shows the possibility of speeding up the process of constructing routes using data precleaning. Reducing data volume is proposed by constructing an enlarged grid on the object movement map. This article also demonstrates the use of fuzzy logic and graph theory for constructing routes.
url http://dx.doi.org/10.1155/2017/9128785
work_keys_str_mv AT yuliashichkina reducingtheamountofdataforcreatingroutesinadynamicdtnviawifionthebasisofstaticdata
AT alexanderkoblov reducingtheamountofdataforcreatingroutesinadynamicdtnviawifionthebasisofstaticdata
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