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http://dx.doi.org/10.9717/kmms.2022.25.2.237

[Retracted]Design and Implementation of Optimized Profile through analysis of Navigation Data Analysis of Unmanned Aerial Vehicle  

Lee, Won Jin (Research Institute of Information and Culture Technology, Dankook University)
Publication Information
Journal of Korea Multimedia Society / v.25, no.2, 2022 , pp. 237-246 More about this Journal
Abstract
Among the technologies of the 4th industrial revolution, drones that have grown rapidly and are being used in various industries can be operated by the pilot directly or can be operated automatically through programming. In order to be controlled by a pilot or to operate automatically, it is essential to predict and analyze the optimal path for the drone to move without obstacles. In this paper, after securing and analyzing the pilot training dataset through the unmanned aerial vehicle piloting training platform designed through prior research, the profile of the dataset that should be preceded to search and derive the optimal route of the unmanned aerial vehicle was designed. The drone pilot training data includes the speed, movement distance, and angle of the drone, and the data set is visualized to unify the properties showing the same pattern into one and preprocess the properties showing the outliers. It is expected that the proposed big data-based profile can be used to predict and analyze the optimal movement path of an unmanned aerial vehicle.
Keywords
3D Flight Path; Mixed Reality; Unmanned Aerial Vehicle; Flight Training Profile;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
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