An Indoor Positioning System using Bluetooth RSSI with an Accelerometer and a Barometer on a Smartphone

被引:16
|
作者
Jeon, Je-sung [1 ]
Kong, Youngsun [1 ]
Nam, Yunyoung [1 ]
Yim, Kangbin [2 ]
机构
[1] Soonchunhyang Univ, Dept Comp Sci & Engn, 646 Eupnae, Shinchang, Asan, South Korea
[2] Soonchunhyang Univ, Dept Informat Secur Engn, Shinchang, Asan, South Korea
关键词
Bluetooth; RSSI; indoor localization; personal positioning; GPS-denied navigation;
D O I
10.1109/BWCCA.2015.142
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper proposes an indoor positioning system for walking people using Bluetooth RSSI with an accelerometer and a barometer on a smartphone. Basically, the step detection method is utilized with direction data for indoor location analysis. To estimate the moving distance of a pedestrian, signals are acquired from an accelerometer and a magnetic sensor on a smartphone. To measure the level of a floor, altitude change is calculated by using a barometer on a smartphone. In order to reduce cumulative errors of the proposed step detection method, the position compensation method is derived based on Bluetooth RSSI. To evaluate the proposed method, we have developed an indoor positioning application on an Android smartphone and experimented on an engineering building of Soonchunhyang University. We show that our proposed approach with Bluetooth RSSI achieves higher accuracy than the approach without Bluetooth RSSI.
引用
收藏
页码:528 / 531
页数:4
相关论文
共 50 条
  • [1] An Indoor Positioning Algorithm Using Bluetooth Low Energy RSSI
    Chai, Song
    An, Renbo
    Du, Zhengzhong
    [J]. PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON ADVANCED MATERIALS SCIENCE AND ENVIRONMENTAL ENGINEERING, 2016, 52 : 276 - 278
  • [2] An indoor localization solution using Bluetooth RSSI and multiple sensors on a smartphone
    Lee, Keonsoo
    Nam, Yunyoung
    Min, Se Dong
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 77 (10) : 12635 - 12654
  • [3] An indoor localization solution using Bluetooth RSSI and multiple sensors on a smartphone
    Keonsoo Lee
    Yunyoung Nam
    Se Dong Min
    [J]. Multimedia Tools and Applications, 2018, 77 : 12635 - 12654
  • [4] Range-Free Indoor Positioning System Using Smartphone with Bluetooth Capability
    Lee, Sangwoo
    Koo, Bonhyun
    Jin, Myungjun
    Park, Chansik
    Lee, Min Joon
    Kim, Sunwoo
    [J]. 2014 IEEE/ION POSITION, LOCATION AND NAVIGATION SYMPOSIUM - PLANS 2014, 2014, : 657 - 662
  • [5] RSSI Based Bluetooth Low Energy Indoor Positioning
    Mussina, Aigerim
    Aubakirov, Sanzhar
    [J]. 2018 IEEE 12TH INTERNATIONAL CONFERENCE ON APPLICATION OF INFORMATION AND COMMUNICATION TECHNOLOGIES (AICT), 2018, : 301 - 304
  • [6] Bluetooth Indoor Positioning Based on RSSI and Kalman Filter
    Cheng Zhou
    Jiazheng Yuan
    Hongzhe Liu
    Jing Qiu
    [J]. Wireless Personal Communications, 2017, 96 : 4115 - 4130
  • [7] Bluetooth Indoor Positioning Based on RSSI and Kalman Filter
    Zhou, Cheng
    Yuan, Jiazheng
    Liu, Hongzhe
    Qiu, Jing
    [J]. WIRELESS PERSONAL COMMUNICATIONS, 2017, 96 (03) : 4115 - 4130
  • [8] RSSI Based Bluetooth Low Energy Indoor Positioning
    Zhu Jianyong
    Chen Zili
    Luo Haiyong
    Li Zhaohui
    [J]. 2014 INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN), 2014, : 526 - 533
  • [9] An Indoor Positioning System Using RSSI and BSSID
    Lee, Sunmin
    Moon, Nammee
    [J]. ADVANCES IN COMPUTER SCIENCE AND UBIQUITOUS COMPUTING, 2018, 474 : 1031 - 1036
  • [10] Study of the Performance of RSSI based Bluetooth Smart Indoor Positioning
    Neburka, J.
    Tlamsa, Z.
    Benes, V.
    Polak, L.
    Kaller, O.
    Bolecek, L.
    Sebesta, J.
    Kratochvil, T.
    [J]. PROCEEDINGS OF THE 26TH INTERNATIONAL CONFERENCE RADIOELEKTRONIKA (RADIOELEKTRONIKA 2016), 2016, : 121 - 125