TECHNOLOGICAL BASIS OF “INDUSTRY 4.0”
METHOD FOR IMPROVING ACCURACY OF MOBILE AR NAVIGATORS
- 1 Department of Technical Cybernetics – National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”
Abstract
The development of augmented reality (AR) technologies and the capabilities of modern mobile devices has led to the emergence of a new class of AR mobile navigation systems. One of the basic requirement of such applications is device localization and precise mapping of the route and other visual objects to observed environment, which requires high accuracy of positioning and orientation.
This paper addresses the problem of localization precision in AR navigators and proposes general concept of improving accuracy of basic GPS-based methods by augmenting them with local device information about its position. Some algorithms and experimental results are provided to demonstrate benefits of the proposed method.
Keywords
References
- Олійник В.В., Яременко Є.А. Алгоритм уточненого позиціонування в навігаційних системах доповненої реальності // Міжвідомчий науково-технічний збірник «Адаптивні системи автономного управління», К: Політехніка, 2018. Т.2, №33.
- Neumeier R., Ostermayer G. Analysis of compass sensor accuracy on several mobile devices in an industrial environment // International Conference on Computer Aided Systems Theory. Springer, Berlin, Heidelberg, 2013. С. 381-389.
- Rettenmund D. Accurate visual localization in outdoor and indoor environment exploiting 3D image spaces as spatial reference // International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences. 2018. Т. 42. №. 1.
- Dilek U., Erol M. Detecting position using ARKit // Physics Education. 2018. Т. 53. №. 2.
- Пантелеев А.С., Олейник В.В. Метод визуального мультитрекинга в реальном времени на основе корреляционных фильтров// Міжвідомчий науково-технічний збірник "Адаптивні системи Автоматичного Управління", К: Політехніка, 2018. Т.1, №32 – С. 97-106.
- Polishchuk M.N., Oliinyk V.V. Dynamic Model of a Stepping Robot for Arbitrarily Oriented Surfaces. In: Hu Z., Petoukhov S., Dychka I., He M. (eds) Advances in Computer Science for Engineering and Education II. ICCSEEA 2019. Advances in Intelligent Systems and Computing, vol 938. Springer, Cham