Pedestrian Navigation Using Foot-Mounted Inertial Sensor and LIDAR

被引:21
|
作者
Pham, Duy Duong [1 ]
Suh, Young Soo [1 ]
机构
[1] Univ Ulsan, Dept Elect Engn, Ulsan 680749, South Korea
基金
新加坡国家研究基金会;
关键词
inertial sensor; IMU; distance sensor; LIDAR; pedestrian navigation; Kalman filters; ZERO VELOCITY; RECEIVER;
D O I
10.3390/s16010120
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Foot-mounted inertial sensors can be used for indoor pedestrian navigation. In this paper, to improve the accuracy of pedestrian location, we propose a method using a distance sensor (LIDAR) in addition to an inertial measurement unit (IMU). The distance sensor is a time of flight range finder with 30 m measurement range (at 33.33 Hz). Using a distance sensor, walls on corridors are automatically detected. The detected walls are used to correct the heading of the pedestrian path. Through experiments, it is shown that the accuracy of the heading is significantly improved using the proposed algorithm. Furthermore, the system is shown to work robustly in indoor environments with many doors and passing people.
引用
收藏
页数:17
相关论文
共 50 条
  • [21] Foot-mounted Dual-sensor Single-board Pedestrian Inertial Navigation System Based on Position and Velocity Constraints
    Chen, Shao
    Lu, Zhenchun
    Xu, Xiangbo
    Liu, Jinhao
    Bi, Zhongwei
    SENSORS AND MATERIALS, 2022, 34 (06) : 2075 - 2087
  • [22] Cooperative Localization Using a Foot-mounted Inertial Navigation System and Ultrawideband Ranging
    Olsson, Fredrik
    Rantakokko, Jouni
    Nygards, Jonas
    2014 INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN), 2014, : 122 - 131
  • [23] 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,
  • [24] Simplified Pedestrian Tracking Filters with Positioning and Foot-Mounted Inertial Sensors
    Martin, Henar
    Besada, Juan A.
    Bernardos, Ana M.
    Metola, Eduardo
    Casar, Jose R.
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2014,
  • [25] 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
  • [26] An Inverted Pendulum Model of Walking for Predicting Navigation Uncertainty of Pedestrian in Case of Foot-mounted Inertial Sensors
    Jao, Chi-Shih
    Sangenis, Eudald
    Simo, Paula
    Voloshina, Alexandra
    Shkel, Andrei M.
    2023 IEEE INTERNATIONAL SYMPOSIUM ON INERTIAL SENSORS AND SYSTEMS, INERTIAL, 2023,
  • [27] Using ibeacons for trajectory initialization and calibration in foot-mounted inertial pedestrian positioning systems
    Gu Yang
    Song Qian
    Ma Ming
    Li Yanghuan
    Zhou Zhimin
    2016 INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN), 2016,
  • [28] Indoor Pedestrian Navigation Using Foot-Mounted IMU and Portable Ultrasound Range Sensors
    Girard, Gabriel
    Cote, Stephane
    Zlatanova, Sisi
    Barette, Yannick
    St-Pierre, Johanne
    van Oosterom, Peter
    SENSORS, 2011, 11 (08) : 7606 - 7624
  • [29] A Novel Zero-Velocity Interval Detection Algorithm for a Pedestrian Navigation System with Foot-Mounted Inertial Sensors
    Wang, Xiaotao
    Li, Jiacheng
    Xu, Guangfei
    Wang, Xingyu
    SENSORS, 2024, 24 (03)
  • [30] Heterogeneous Data Fusion Algorithm for Pedestrian Navigation via Foot-Mounted Inertial Measurement Unit and Complementary Filter
    Fourati, Hassen
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2015, 64 (01) : 221 - 229