Original title: Location Aware Analytics In The Context Of Mobile Network Performance Optimization
Authors: Urbanová, Lucie
Document type: Papers
Language: eng
Publisher: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií
Abstract: The goal of this paper is to develop an estimation tool capable of predicting location aware network parameters, based on their previous field measurements and to perform a set of additional measurements to verify the accuracy of the tool. Additionally, the paper evaluates a number of regression methods in terms of their prediction accuracy, complexity and the amount of input data needed to create a prediction map of valid results.
Keywords: Estimation tool; GPR; IDW; Random Forest; Regression
Host item entry: Proceedings of the 25st Conference STUDENT EEICT 2019, ISBN 978-80-214-5735-5

Institution: Brno University of Technology (web)
Document availability information: Fulltext is available in the Brno University of Technology Digital Library.
Original record: http://hdl.handle.net/11012/186656

Permalink: http://www.nusl.cz/ntk/nusl-414558


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Universities and colleges > Public universities > Brno University of Technology
Conference materials > Papers