An Indoor Pedestrian Positioning System Based on Inertial Measurement Unit and Wireless Local Area Network

被引:0
|
作者
Mi Luna [1 ]
Guo Meifeng [1 ]
Zhang Xinxi [1 ,2 ]
Zhang Yongjian [1 ]
Song Mingliang [1 ]
机构
[1] Tsinghua Univ, Dept Precis Instrument, Beijing 100084, Peoples R China
[2] Acad Armored Force Engn, Dept Control Engn, Beijing, Peoples R China
关键词
Indoor positioning; inertial sensor; WLAN; ZUPT; NAVIGATION; FUSION; WLAN;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Pedestrian dead reckoning (PDR) systems which based on inertial sensors to capture user's movement, and wireless positioning systems which adopt wireless local area network (WLAN) for indoor pedestrian localization have been widely studied in recent years. Inertial navigation system is self-contained and reliable in a short period of time with errors accumulated over time. Wireless positioning has bounded errors, whereas indoor signal fluctuation results in its inaccuracy. An indoor pedestrian positioning system which integrates inertial navigation and WLAN positioning is presented in this paper. A foot-mounted inertial measurement unit (IMU) and two extended Kalman Filters are employed to utilize information from zero velocity update (ZUPT) and wireless positioning in order to correct accumulated errors in inertial navigation system. Field experiments show that with the aid from WLAN indoor, the position accuracy from inertial navigation is improved from 6.3 m to 1.2 m in a range of 300 meters. The proposed system is simple and practical with relatively high performance.
引用
收藏
页码:5419 / 5424
页数:6
相关论文
共 50 条
  • [1] Pedestrian navigation system based on the inertial measurement unit sensor for outdoor and indoor environments
    Uradzinski, Marcin
    Guo, Hang
    [J]. JOURNAL OF SENSORS AND SENSOR SYSTEMS, 2020, 9 (01) : 7 - 13
  • [2] Inertial Measurement Unit: Evaluation for Indoor Positioning
    Ksentini, Dalila
    Elhadi, A. Rahim
    Lasla, Noureddine
    [J]. 2014 International Conference on Advanced Networking Distributed Systems and Applications (INDS 2014), 2014, : 25 - 30
  • [3] Research on Indoor Pedestrian Location Based on Miniature Inertial Measurement Unit
    Guo Zheng
    Wang Qiuying
    Zhang Minghui
    [J]. 2017 FORUM ON COOPERATIVE POSITIONING AND SERVICE (CPGPS), 2017, : 289 - 293
  • [4] Novel indoor positioning algorithm based on Lidar/inertial measurement unit integrated system
    Jiang, Ping
    Chen, Liang
    Guo, Hang
    Yu, Min
    Xiong, Jian
    [J]. INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2021, 18 (02)
  • [5] Indoor channel prediction and measurement for wireless local area network (WLAN) system
    Hamzah, S. A.
    Baharudin, M. F.
    Shah, N. M.
    Abidin, Z. Zainal
    Ubin, A.
    [J]. 2006 10TH INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY, VOLS 1 AND 2, PROCEEDINGS, 2006, : 1588 - +
  • [6] Effect of Channel Interference on Indoor Wireless Local Area Network Positioning
    Chan, Eddie C. L.
    Baciu, George
    Mak, S. C.
    [J]. 2010 IEEE 6TH INTERNATIONAL CONFERENCE ON WIRELESS AND MOBILE COMPUTING, NETWORKING AND COMMUNICATIONS (WIMOB), 2010, : 239 - 245
  • [7] Intelligent AP Selection for Indoor Positioning in Wireless Local Area Network
    Deng, Zhian
    Ma, Lin
    Xu, Yubin
    [J]. 2011 6TH INTERNATIONAL ICST CONFERENCE ON COMMUNICATIONS AND NETWORKING IN CHINA (CHINACOM), 2011, : 257 - 261
  • [8] Mitigating anomalous measurements for indoor wireless local area network positioning
    Morales, Jafet
    Akopian, David
    Agaian, Sos
    [J]. IET RADAR SONAR AND NAVIGATION, 2016, 10 (07): : 1220 - 1227
  • [9] A Pedestrian Navigation System Based on MEMS Inertial Measurement Unit
    Tian Xiaochun
    Chen Jiabin
    Han Yongqiang
    Shang Jianyu
    Li Nan
    [J]. PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016, 2016, : 5325 - 5328
  • [10] Enhanced Local Fisher Discriminant Analysis for Indoor Positioning in Wireless Local Area Network
    Deng, Zhi-An
    Wu, Di
    Zhou, Yiran
    Na, Zhenyu
    [J]. FUTURE INTERNET, 2016, 8 (02):