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
  • [1] Pedestrian Positioning Using WiFi Fingerprints and A Foot-mounted Inertial Sensor
    Gu, Yang
    Zhou, Caifa
    Wieser, Andreas
    Zhou, Zhimin
    [J]. 2017 EUROPEAN NAVIGATION CONFERENCE (ENC 2017), 2017, : 91 - 99
  • [2] A Novel Pedestrian Navigation Algorithm for a Foot-Mounted Inertial-Sensor-Based System
    Ren, Mingrong
    Pan, Kai
    Liu, Yanhong
    Guo, Hongyu
    Zhang, Xiaodong
    Wang, Pu
    [J]. SENSORS, 2016, 16 (01)
  • [3] Pedestrian Navigation with Foot-Mounted Inertial Sensors in Wearable Body Area Networks
    Zhou, Xuan-cheng
    Chen, Jian-xin
    Dong, Yi
    Lu, Xi-ruo
    Cui, Jing-wu
    Zheng, Bao-yu
    [J]. 2014 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA), 2014,
  • [4] A Dual Foot-Mounted Pedestrian Navigation Scheme Based on Dynamic Step Width Constrain Using Inertial/ Magnetometer Sensor
    Xie, Dongpeng
    Jiang, Jinguang
    Yan, Peihui
    Wu, Jiaji
    [J]. IEEE SENSORS JOURNAL, 2023, 23 (23) : 29442 - 29450
  • [5] A High Precision Reference Data Set for Pedestrian Navigation using Foot-Mounted Inertial Sensors
    Angermann, Michael
    Robertson, Patrick
    Kemptner, Thomas
    Khider, Mohammed
    [J]. 2010 INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION, 2010,
  • [6] Foot-mounted inertial navigation made easy
    Nilsson, John-Olof
    Gupta, Amit K.
    Handel, Peter
    [J]. 2014 INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN), 2014, : 24 - 29
  • [7] Foot-Mounted Inertial Navigation and Cooperative Sensor Fusion for Indoor Positioning
    Stromback, Peter
    Rantakokko, Jouni
    Wirkander, Sven-Lennart
    Alexandersson, Mikael
    Fors, Karina
    Skog, Isaac
    Handel, Peter
    [J]. PROCEEDINGS OF THE 2010 INTERNATIONAL TECHNICAL MEETING OF THE INSTITUTE OF NAVIGATION - ITM 2010, 2010, : 89 - 98
  • [8] The Improved Constraint Methods for Foot-Mounted Pedestrian Three-Dimensional Inertial Navigation
    Wu, Xiaomeng
    Zhao, Liying
    Guo, Shuli
    Zhang, Lintong
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2021, 2021
  • [9] Free-walking: Pedestrian inertial navigation based on dual foot-mounted IMU
    Qu Wang
    Meixia Fu
    Jianquan Wang
    Lei Sun
    Rong Huang
    Xianda Li
    Zhuqing Jiang
    Yan Huang
    Changhui Jiang
    [J]. Defence Technology, 2024, 33 (03) : 573 - 587
  • [10] Pedestrian indoor navigation using foot-mounted IMU with multi-sensor data fusion
    Liu, Shengkai
    Su, Tingli
    Wang, Binbin
    Peng, Shiyu
    Jin, Xuebo
    Bai, Yuting
    Dou, Chao
    [J]. INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2018, 30 (04) : 261 - 272