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: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2017-01-01
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| Series: | Journal of Computer Networks and Communications |
| Online Access: | http://dx.doi.org/10.1155/2017/9128785 |
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| _version_ | 1832558088671985664 |
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| author | Yulia Shichkina Alexander Koblov |
| author_facet | Yulia Shichkina Alexander Koblov |
| author_sort | Yulia Shichkina |
| collection | DOAJ |
| 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. |
| format | Article |
| id | doaj-art-397c96c9e2ac40fa9b8f72792b37898b |
| institution | Kabale University |
| issn | 2090-7141 2090-715X |
| language | English |
| publishDate | 2017-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Computer Networks and Communications |
| spelling | doaj-art-397c96c9e2ac40fa9b8f72792b37898b2025-02-03T01:33:17ZengWileyJournal 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 |
| 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 |
| title | 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_short | 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 |
| url | http://dx.doi.org/10.1155/2017/9128785 |
| work_keys_str_mv | AT yuliashichkina reducingtheamountofdataforcreatingroutesinadynamicdtnviawifionthebasisofstaticdata AT alexanderkoblov reducingtheamountofdataforcreatingroutesinadynamicdtnviawifionthebasisofstaticdata |