A Smartphone Indoor Positioning System Using Hybrid Localization Technology

被引:20
|
作者
Gang, Hui-Seon [1 ]
Pyun, Jae-Young [1 ]
机构
[1] Chosun Univ, Dept Informat & Commun Engn, Gwangju 61452, South Korea
关键词
indoor positioning system; location-based service; bluetooth low energy; beacon; fingerprinting; inertial measurement unit; geomagnetic field; pedestrian dead-reckoning; vision positioning; PEDESTRIAN TRACKING; SENSORS; FILTER; WIFI;
D O I
10.3390/en12193702
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
As smartphone built-in sensors, wireless technologies, and processor computing power become more advanced and global positioning system (GPS)-based positioning technologies are improving, location-based services (LBS) have become a part of our daily lives. At the same time, demand has grown for LBS applications in indoor environments, such as indoor path finding and navigation, marketing, entertainment, and location-based information retrieval. In this paper, we demonstrate the design and implementation of a smartphone-based indoor LBS system for location services consisting of smartphone applications and a server. The proposed indoor LBS system uses hybrid indoor positioning methods based on Bluetooth beacons, Geomagnetic field, Inertial Measurement Unit (IMU) sensors, and smartphone cameras and can be used for three types of indoor LBS applications. The performance of each positioning method demonstrates that our system retains the desired accuracy under experimental conditions. As these results illustrate that our system can maintain positioning accuracy to within 2 m 80% of the time, we believe our system can be a real solution for various indoor positioning service needs.
引用
收藏
页数:20
相关论文
共 50 条
  • [1] Hybrid Indoor Localization Using IMU Sensors and Smartphone Camera
    Poulose, Alwin
    Han, Dong Seog
    SENSORS, 2019, 19 (23)
  • [2] OCC Based Indoor Positioning System Using a Smartphone Camera
    Rego, Miguel
    Fonseca, Pedro
    2021 IEEE INTERNATIONAL CONFERENCE ON AUTONOMOUS ROBOT SYSTEMS AND COMPETITIONS (ICARSC), 2021, : 31 - 36
  • [3] Indoor positioning system using Beacon technology
    Portilla Guaman, Bryant
    Cordero, Jorge
    2020 15TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2020), 2020,
  • [4] Indoor Positioning Using Smartphone Camera
    Werner, Martin
    Kessel, Moritz
    Marouane, Chadly
    2011 INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION, 2011,
  • [5] Smartphone-based Hybrid Indoor Positioning System with Magnetic Fingerprint Matching
    Wang, Guohua
    Wang, Xinyu
    Wang, Fengzhou
    PROCEEDINGS OF THE 30TH INTERNATIONAL TECHNICAL MEETING OF THE SATELLITE DIVISION OF THE INSTITUTE OF NAVIGATION (ION GNSS+ 2017), 2017, : 573 - 579
  • [6] A Hybrid Smartphone Indoor Positioning Solution for Mobile LBS
    Liu, Jingbin
    Chen, Ruizhi
    Pei, Ling
    Guinness, Robert
    Kuusniemi, Heidi
    SENSORS, 2012, 12 (12): : 17208 - 17233
  • [7] Implementation of QR Code Recognition Technology Using Smartphone Camera for Indoor Positioning
    Kim, Ji-In
    Gang, Hui-Seon
    Pyun, Jae-Young
    Kwon, Goo-Rak
    ENERGIES, 2021, 14 (10)
  • [8] An Indoor Positioning System using Bluetooth RSSI with an Accelerometer and a Barometer on a Smartphone
    Jeon, Je-sung
    Kong, Youngsun
    Nam, Yunyoung
    Yim, Kangbin
    2015 10TH INTERNATIONAL CONFERENCE ON BROADBAND AND WIRELESS COMPUTING, COMMUNICATION AND APPLICATIONS (BWCCA 2015), 2015, : 528 - 531
  • [9] POSITIONING SYSTEM IN INDOOR ENVIRONMENT USING ULTRASOUND TECHNOLOGY
    Ilkovicova, L'ubica
    Kajanek, Pavol
    INFORMATICS, GEOINFORMATICS AND REMOTE SENSING CONFERENCE PROCEEDINGS, SGEM 2016, VOL II, 2016, : 487 - 494
  • [10] Work Study System Using Indoor Positioning Technology
    Tsuji, Takumi
    Arima, Sumika
    Kotsuka, Yuhei
    2018 7TH INTERNATIONAL CONGRESS ON ADVANCED APPLIED INFORMATICS (IIAI-AAI 2018), 2018, : 26 - 31