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Erschienen in:
2016 | OriginalPaper | Buchkapitel
Application of Fuzzy Sections for Constructing Dynamic Routing in the Network DTN
verfasst von : Yulia Shichkina, Mikhail Kupriyanov, Anastasia Plotnikova, Yaroslav Domaratsky
Erschienen in: Internet of Things, Smart Spaces, and Next Generation Networks and Systems
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Abstract
This article provides a methodology for construction of data transfer paths through DTN dynamic network, implemented with the devices mounted on moving objects and connected via WI-FI, Bluetooth and LTE D2D. The methodology covers all the five stages of the Knowledge Discovery in Databases technology. The stage of application of Data Mining tools was studied in more detail. It is based on the application of fuzzy logic instrument to select subset that meet the network parameters from a set of moving objects. Further application to the subset of related objects of Yen’s algorithm of search for optimal paths on a weighted graph with weights of the grade of the selected subset ownership of the object allows to build the most credible data transfer path and several alternative paths, ranked by descending of data delivery probability.