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Fajrianti, Evianita Dewi Graduate School of Natural Science and Technology, Okayama University
Funabiki, Nobuo Graduate School of Natural Science and Technology, Okayama University Kaken ID publons researchmap
Sukaridhoto, Sritrusta Department of Informatic and Computer, Politeknik Elektronika Negeri Surabaya
Panduman, Yohanes Yohanie Fridelin Graduate School of Natural Science and Technology, Okayama University
Dezheng, Kong Graduate School of Natural Science and Technology, Okayama University
Shihao, Fang Graduate School of Natural Science and Technology, Okayama University
Surya Pradhana, Anak Agung Indonesian Institute of Business and Technology (INSTIKI)
Abstract
Currently, outdoor navigation systems have widely been used around the world on smartphones. They rely on GPS (Global Positioning System). However, indoor navigation systems are still under development due to the complex structure of indoor environments, including multiple floors, many rooms, steps, and elevators. In this paper, we present the design and implementation of the Indoor Navigation System using Unity and Smartphone (INSUS). INSUS shows the arrow of the moving direction on the camera view based on a smartphone's augmented reality (AR) technology. To trace the user location, it utilizes the Simultaneous Localization and Mapping (SLAM) technique with a gyroscope and a camera in a smartphone to track users' movements inside a building after initializing the current location by the QR code. Unity is introduced to obtain the 3D information of the target indoor environment for Visual SLAM. The data are stored in the IoT application server called SEMAR for visualizations. We implement a prototype system of INSUS inside buildings in two universities. We found that scanning QR codes with the smartphone perpendicular in angle between 60 degrees and 100 degrees achieves the highest QR code detection accuracy. We also found that the phone's tilt angles influence the navigation success rate, with 90 degrees to 100 degrees tilt angles giving better navigation success compared to lower tilt angles. INSUS also proved to be a robust navigation system, evidenced by near identical navigation success rate results in navigation scenarios with or without disturbance. Furthermore, based on the questionnaire responses from the respondents, it was generally found that INSUS received positive feedback and there is support to improve the system.
Keywords
indoor navigation system
INSUS
unity
QR code
smartphone
SEMAR
Published Date
2023-06-24
Publication Title
Information
Volume
volume14
Issue
issue7
Publisher
MDPI
Start Page
359
ISSN
2078-2489
Content Type
Journal Article
language
English
OAI-PMH Set
岡山大学
Copyright Holders
© 2023 by the authors.
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publisher
DOI
Web of Science KeyUT
Related Url
isVersionOf https://doi.org/10.3390/info14070359
License
https://creativecommons.org/licenses/by/4.0/
Citation
Fajrianti, E.D.; Funabiki, N.; Sukaridhoto, S.; Panduman, Y.Y.F.; Dezheng, K.; Shihao, F.; Surya Pradhana, A.A. INSUS: Indoor Navigation System Using Unity and Smartphone for User Ambulation Assistance. Information 2023, 14, 359. https://doi.org/10.3390/info14070359