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
  • [1] LIPS: Learning Based Indoor Positioning System Using Mobile Phone-Based Sensors
    Mascharka, David
    Manley, Eric
    2016 13TH IEEE ANNUAL CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE (CCNC), 2016,
  • [2] A new electromagnetic positioning method for tracking invaded medical devices using MARG sensors
    Wang Sen
    Chen Xiao-dong
    Du Cheng-yang
    Yi, Wang
    Yu Dao-yin
    INTERNATIONAL SYMPOSIUM ON PHOTOELECTRONIC DETECTION AND IMAGING 2013: IMAGING SENSORS AND APPLICATIONS, 2013, 8908
  • [3] Design and implementation of cardiogram monitoring system based on mobile phone
    Sino-Dutch Biomedical and Information Eng. School, Northeastern University, No. 3-11 Wenhua Road, Heping District Shenyang 110819, China
    Int. Conf. Bioinformatics Biomedical Eng., iCBBE,
  • [4] Design and implementation of the mobile navigation and positioning system based on PDA
    Chen, Bo
    Geng, Zexun
    Yang, Yang
    Wang, Maolin
    Yang, Jing
    DCABES 2007 Proceedings, Vols I and II, 2007, : 281 - 284
  • [5] Low-Cost Indoor Positioning Application Based on Map Assistance and Mobile Phone Sensors
    Li, Yi-Shan
    Ning, Fang-Shii
    SENSORS, 2018, 18 (12)
  • [6] Design and Implementation of Mobile Phone Management Software Based on Component Technology
    Xu Hongzhen
    Zhou Shumin
    Gui Ying
    Lu Ling
    2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 5301 - 5304
  • [7] Design and Implementation of Question and Answer System Based on Mobile Phone Platform
    Liu, Yanfei
    He, Cheng
    MODERN TECHNOLOGIES IN MATERIALS, MECHANICS AND INTELLIGENT SYSTEMS, 2014, 1049 : 1977 - 1980
  • [8] The Design And Implementation of A Gravity Sensor-based Mobile Phone for The Blind
    Wang Guolu
    Qiu Kaijin
    Xu Hai
    Chen Yao
    PROCEEDINGS OF 2013 IEEE 4TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS), 2012, : 570 - 574
  • [9] A Continuous Positioning Algorithm Based on Differential GNSS Techniques, MARG Sensors, and Barometers with Smartphones
    Niu, Zun
    Guo, Fugui
    Shuai, Qiangqiang
    Li, Guangchen
    Zhu, Bocheng
    PROCEEDINGS OF THE 34TH INTERNATIONAL TECHNICAL MEETING OF THE SATELLITE DIVISION OF THE INSTITUTE OF NAVIGATION (ION GNSS+ 2021), 2021, : 2633 - 2645
  • [10] Design and implementation of multithreaded serial communication based on Java']Java mobile phone
    Li Suyi
    Lin Jun
    Ling Zhengbao
    ICCSE'2006: Proceedings of the First International Conference on Computer Science & Education: ADVANCED COMPUTER TECHNOLOGY, NEW EDUCATION, 2006, : 656 - 658