Design and Implementation of MARG Sensors Based Positioning Method Using a Mobile Phone

被引:0
|
作者
Tian, Zengshan [1 ]
Qian, Guang [1 ]
Zhou, Mu [1 ]
机构
[1] Chongqing Univ Posts & Telecommun, Chongqing Key Lab Mobile Commun Technol, Chongqing 400065, Peoples R China
关键词
Indoor positioning; Pedestrian dead reckoning; Extended Kalman filter; Gait detection; Quaternion;
D O I
10.1007/978-3-319-08991-1_31
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Due to the problems of high cost and complication in indoor positioning, a new kind of positioning method by using a mobile phone based on magnetic, angular, rate, and gravity (MARG) sensors is more favored in recent years. This method estimates the orientation of pedestrian by quaternion. The quaternion-based extended Kalman filter (EKF) used for data fusion and orientation correction reduces the error of linear acceleration and avoids magnetic-field interference. We conduct pedestrian gait detection and step length estimation by using an accelerometer and verify the positioning performance of this method in an mobile phone. Testing results indicate that the positioning accuracy can reach 30 parts per thousand and 20 parts per thousand in the complex magnetic-field and non-magnetic interference environments respectively.
引用
收藏
页码:301 / 309
页数:9
相关论文
共 50 条
  • [41] Technological trends, design constraints and design implementation challenges in mobile phone platforms
    Dahlgren, F.
    Integrated Circuit and System Design: Power and Timing Modeling, Optimization and Simulation, 2007, 4644 : 579 - 579
  • [42] Design of Embedded Mobile Phone Based on NiosII
    Chen Xiao-ning
    Zhao Jian
    Xie Yu
    Qi Jin
    12TH ANNUAL MEETING OF CHINA ASSOCIATION FOR SCIENCE AND TECHNOLOGY ON INFORMATION AND COMMUNICATION TECHNOLOGY AND SMART GRID, 2010, : 380 - 384
  • [43] Design and Implementation of ROS-Based Autonomous Mobile Robot Positioning and Navigation System
    Zhu Jian-jun
    Li Xu
    2019 18TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND APPLICATIONS FOR BUSINESS ENGINEERING AND SCIENCE (DCABES 2019), 2019, : 214 - 217
  • [44] LED Visible Light Communication Indoor Positioning Method Based on Mobile Phone at Any Horizontal Orientation
    Liu, Cui
    Liu, Tingzhang
    Xing, Chen
    Zhao, Jianfei
    2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, : 7246 - 7251
  • [45] Sensor relocation with mobile sensors: Design, implementation, and evaluation
    Teng, He
    Bolbrock, Tim
    Cao, Guohong
    La Porta, Tom
    2007 IEEE INTERNATIONAL CONFERENCE ON MOBILE AD-HOC AND SENSOR SYSTEMS, VOLS 1-3, 2007, : 589 - 597
  • [46] A Web-based personalized recommendation system for mobile phone selection: Design, implementation, and evaluation
    Chen, Deng-Neng
    Hu, Paul Jen-Hwa
    Kuo, Ya-Ru
    Liang, Ting-Peng
    EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (12) : 8201 - 8210
  • [47] Design and implementation of wireless PKI technology suitable for mobile phone in mobile-commerce
    Lee, Yong
    Lee, Jeail
    Song, JooSeok
    COMPUTER COMMUNICATIONS, 2007, 30 (04) : 893 - 903
  • [48] Research on Mobile Phone Attendance Positioning System Based on Campus Network
    Xu, Zhen
    Chen, Ping
    Zhang, Weihua
    Liu, Xing
    Wu, Heqing
    2019 INTERNATIONAL CONFERENCE ON SMART GRID AND ELECTRICAL AUTOMATION (ICSGEA), 2019, : 387 - 389
  • [49] Speed prediction from mobile sensors using cellular phone-based traffic data
    Basyoni, Yarah
    Abbas, Hazem M.
    Talaat, Hoda
    El Dimeery, Ibrahim
    IET INTELLIGENT TRANSPORT SYSTEMS, 2017, 11 (07) : 387 - 396
  • [50] Design and Implementation of User Centered Interface on Mobile Phone附视频
    Hoa-minh LE
    Kwang-jin HONG
    Kee-chul JUNG
    Journal of Measurement Science and Instrumentation, 2010, (04) : 330 - 333