Long-term Performance Evaluation of a Foot-mounted Pedestrian Navigation Device

被引:0
|
作者
Gupta, Amit K. [1 ]
Skog, Isaac [2 ]
Handel, Peter [2 ]
机构
[1] GT Silicon Pvt Ltd, Inertial Elements, Kanpur, Uttar Pradesh, India
[2] KTH Royal Inst Technol, Dept Signal Proc, Stockholm, Sweden
关键词
Foot mounted sensors; indoor navigation; pedestrian dead reckoning; IMU; indoor location based services; IoT;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, we present a long term experimental study performed on a foot mounted pedestrian navigation device, the Osmium MIMU22BTP, which is based on the OpenShoe platform. The aim of the study is to investigate the performance that can be expected in mass market applications. Accordingly, we investigate the error characteristics over a large number of tracking devices and their alternative mounting schemes, over several wearers, and over different walking scenarios. By a massive data collection corresponding to more than 150 km of elapsed walking distance over almost 1,000 independent tests, the law of large numbers provides us with illustrative rule-of-thumbs for the tracking performance in realistic use cases. We observe no outlier performance and relative errors less than 4% in 95% of the test-cases, indicating its potential for a variety of indoor Location Based Services (LBS) and IoT applications based on foot-mounted inertial sensing and dead reckoning. The experimental findings are validated with long distance walks.
引用
收藏
页数:6
相关论文
共 50 条
  • [21] Behaviors recognition and step detection for pedestrian navigation via a foot-mounted inertial measurement unit
    Zhou, Zebo
    Mo, Shanhui
    Du, Shuang
    Geng, Jianghui
    PROCEEDINGS OF THE 30TH INTERNATIONAL TECHNICAL MEETING OF THE SATELLITE DIVISION OF THE INSTITUTE OF NAVIGATION (ION GNSS+ 2017), 2017, : 357 - 367
  • [22] Evaluation of Zero-Velocity Detectors for Foot-Mounted Inertial Navigation Systems
    Skog, Isaac
    Nilsson, John-Olof
    Handel, Peter
    2010 INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION, 2010,
  • [23] INDOOR NAVIGATION WITH FOOT-MOUNTED STRAPDOWN INERTIAL NAVIGATION AND MAGNETIC SENSORS
    Bird, Jeff
    Arden, Dale
    IEEE WIRELESS COMMUNICATIONS, 2011, 18 (02) : 28 - 35
  • [24] Classifying Elevators and Escalators in 3D Pedestrian Indoor Navigation using Foot-Mounted Sensors
    Lang, Christopher
    Kaiser, Susanna
    2018 NINTH INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN 2018), 2018,
  • [25] A Study on Indoor Pedestrian Localization Algorithms with Foot-Mounted Sensors
    Romanovas, Michailas
    Goridko, Vadim
    Al-Jawad, Ahmed
    Schwaab, Manuel
    Traechtler, Martin
    Klingbeil, Lasse
    Manoli, Yiannos
    2012 INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN), 2012,
  • [26] Foot-mounted pedestrian navigation reference with tightly coupled GNSS carrier phases, inertial and magnetic data
    Le Scornec, Julien
    Ortiz, Miguel
    Renaudin, Valerie
    2017 INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN), 2017,
  • [27] A Novel Calibration Method for Gyro-Accelerometer Asynchronous Time in Foot-Mounted Pedestrian Navigation System
    Chen, Tianyu
    Yang, Gongliu
    Cai, Qingzhong
    Wen, Zeyang
    Zhang, Wenlong
    SENSORS, 2022, 22 (01)
  • [28] Online calibrated, energy-aware and heading corrected pedestrian navigation with foot-mounted MARG sensors
    Zhou, Zebo
    Zhang, Zeliang
    Mo, Shanhui
    Wu, Jin
    Fourati, Hassen
    MEASUREMENT, 2023, 206
  • [29] Pedestrian Trajectory Estimation Based on Foot-Mounted Inertial Navigation System for Multistory Buildings in Postprocessing Mode
    Niu, Xiaoji
    Liu, Tao
    Kuang, Jian
    Zhang, Quan
    Guo, Chi
    IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (09) : 6879 - 6892
  • [30] Foot-Mounted Pedestrian Navigation Method by Comparing ADR and Modified ZUPT Based on MEMS IMU Array
    Xing, Li
    Tu, Xiaowei
    Chen, Zhi
    SENSORS, 2020, 20 (13) : 1 - 15