Indoor Positioning Algorithms Based on Multidimensional Information

被引:1
|
作者
An, Qian [1 ]
Deng, Zhongliang [1 ]
Zhao, Xiaohong [1 ]
Wang, Keji [1 ]
Ruan, Fengli [1 ]
机构
[1] Beijing Univ Posts & Telecommun, Sch Elect Engn, Beijing 100876, Peoples R China
关键词
Indoor position; Feature points; Multi-dimensional characteristic information; Newton's iterative method;
D O I
10.1007/978-3-642-54740-9_54
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
With the development of internet, the LBS market will increase fast. Outdoor LBS has been widely used with the support of four satellite navigation system. Indoor positioning technology as an important field of location service has get more and more attention of people. The positioning technology based on wireless network make up for the deficiency of the existing navigation system. With a wide range and low cost of application, the mobile base station signal is of high popularization value in study indoor positioning technology. In this paper, a certain amount of feature points are collected which contains multi-dimensional characteristic information such as Time Difference of Arrival (TDOA) and Received Signal Strength Indication (RSSI) and so on, then make pre-processing of multidimensional positioning information of feature points by signal path division filtering, and then choose specific feature points by matching multidimensional information, these selected points are used to revise positioning information received, and calculate positioning coordinates by Newton iteration method. Meter-level position precision can be reached through the positioning mechanism talked above.
引用
收藏
页码:617 / 625
页数:9
相关论文
共 50 条
  • [21] Studies on indoor positioning algorithms using BLE Beacons
    Marchi, Felipe Carreiro
    Gradvohl, Andre Leon S.
    REVISTA BRASILEIRA DE COMPUTACAO APLICADA, 2023, 15 (03): : 106 - 114
  • [22] A Comparative Study on Machine Learning Algorithms for Indoor Positioning
    Bozkurt, Sinem
    Elibol, Gulin
    Gunal, Serkan
    Yayan, Ugur
    2015 INTERNATIONAL SYMPOSIUM ON INNOVATIONS IN INTELLIGENT SYSTEMS AND APPLICATIONS (INISTA) PROCEEDINGS, 2015, : 47 - 54
  • [23] Implementation of indoor positioning algorithms using Android smartphones
    Pajuelo, P.
    Perez, M. C.
    Villadangos, J. M.
    Garcia, E.
    Gualda, D.
    Urena, J.
    Hernandez, A.
    PROCEEDINGS OF 2015 IEEE 20TH CONFERENCE ON EMERGING TECHNOLOGIES & FACTORY AUTOMATION (ETFA), 2015,
  • [24] Comparative Survey of Indoor Positioning Technologies, Techniques, and Algorithms
    Al-Ammar, Mai A.
    Alhadhrami, Suheer
    Al-Salman, AbdulMalik
    Alarifi, Abdulrahman
    Al-Khalifa, Hend S.
    Alnafessah, Ahmad
    Alsaleh, Mansour
    2014 INTERNATIONAL CONFERENCE ON CYBERWORLDS (CW), 2014, : 245 - 252
  • [25] Comparative Assessment of Indoor Positioning Technologies, Techniques, and Algorithms
    Dorji, Lhakpa
    Horanont, Teerayut
    2018 INTERNATIONAL JOINT SYMPOSIUM ON ARTIFICIAL INTELLIGENCE AND NATURAL LANGUAGE PROCESSING (ISAI-NLP 2018), 2018, : 183 - 188
  • [26] Bluetooth Indoor Positioning and Ambient Information System
    Khalil, Karim
    Mizuno, Hiroshi
    Sasaki, Ken
    Hosaka, Hiroshi
    Maret, Pierre
    DEVELOPING AMBIENT INTELLIGENCE, PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON AMBIENT INTELLIGENCE DEVELOPMENTS (AMI.D'07), 2008, : 133 - +
  • [27] Optimization of Time Synchronization and Algorithms with TDOA Based Indoor Positioning Technique for Internet of Things
    Zhao, Kun
    Zhao, Tiantian
    Zheng, Zhengqi
    Yu, Chao
    Ma, Difeng
    Rabie, Khaled
    Kharel, Rupak
    SENSORS, 2020, 20 (22) : 1 - 17
  • [28] Implicit unscented particle filter based indoor fusion positioning algorithms for sensor networks
    Cheng, Long
    Zhao, Zhijian
    Shi, Yuanyuan
    Lu, You
    ALEXANDRIA ENGINEERING JOURNAL, 2024, 94 : 104 - 119
  • [29] Optical Wireless Communication Based Indoor Positioning Algorithms: Performance Optimisation and Mathematical Modelling
    Ajmani, Manisha
    Sinanovic, Sinan
    Boutaleb, Tuleen
    COMPUTATION, 2018, 7 (01):
  • [30] A Practical Evaluation of ML Algorithms for a Tag-Based BLE Indoor Positioning System
    Tahat, Ashraf
    Smadi, Mohammed N.
    Syouf, Mohammad
    INTERNATIONAL JOURNAL OF ONLINE AND BIOMEDICAL ENGINEERING, 2020, 16 (08) : 39 - 54