Indoor positioning via WLAN channel state information and machine learning classification approaches

被引：1
|
作者：
Schmidt, Erick [1 ]
Huang, Yufei [1 ]
Akopian, David [2 ]
机构：
[1] Univ Texas San Antonio, Dept Elect & Comp Engn, San Antonio, TX 78249 USA
[2] Univ Texas San Antonio, San Antonio, TX 78249 USA
来源：
PROCEEDINGS OF THE 32ND INTERNATIONAL TECHNICAL MEETING OF THE SATELLITE DIVISION OF THE INSTITUTE OF NAVIGATION (ION GNSS+ 2019) | 2019年
关键词：
D O I：
10.33012/2019.17033
中图分类号：
TP7 [遥感技术];
学科分类号：
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要：
引用
收藏
页码：355 / 366
页数：12
相关论文
共 50 条
  • [11] Implementing Real-Life Indoor Positioning Systems Using Machine Learning Approaches
    Becker, Matthias
    Ahuja, Bharat
    2017 8TH INTERNATIONAL CONFERENCE ON INFORMATION, INTELLIGENCE, SYSTEMS & APPLICATIONS (IISA), 2017, : 59 - 64
  • [12] Data Fusion Methods for Indoor Positioning Systems Based on Channel State Information Fingerprinting
    Gidey, Hailu Tesfay
    Guo, Xiansheng
    Zhong, Ke
    Li, Lin
    Zhang, Yukun
    SENSORS, 2022, 22 (22)
  • [13] An Overview of Indoor Positioning Technology Based on Wi-Fi Channel State Information
    Chen R.
    Ye F.
    Ye, Feng (yefeng92@whu.edu.cn), 2018, Editorial Board of Medical Journal of Wuhan University (43): : 2064 - 2070
  • [14] Complex Neural Networks for Indoor Positioning with Complex-Valued Channel State Information
    Yu, Hanzhi
    Chen, Mingzhe
    Yang, Zhaohui
    Liu, Yuchen
    IEEE CONFERENCE ON GLOBAL COMMUNICATIONS, GLOBECOM, 2023, : 5611 - 5616
  • [15] Classification of Active Sensing Movements via Machine Learning Approaches
    Vargeloglu, Sinan
    Uyanik, Ismail
    29TH IEEE CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS (SIU 2021), 2021,
  • [16] Indoor Positioning System Using WLAN Channel Estimates as Fingerprints for Mobile Devices
    Schmidt, Erick
    Akopian, David
    MOBILE DEVICES AND MULTIMEDIA: ENABLING TECHNOLOGIES, ALGORITHMS, AND APPLICATIONS 2015, 2015, 9411
  • [17] Adversarial Deep Learning for Indoor Localization With Channel State Information Tensors
    Wang, Xiangyu
    Wang, Xuyu
    Mao, Shiwen
    Zhang, Jian
    Periaswamy, Senthilkumar C. G.
    Patton, Justin
    IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (19) : 18182 - 18194
  • [18] An Indoor Localization System Using Residual Learning with Channel State Information
    Xu, Chendong
    Wang, Weigang
    Zhang, Yunwei
    Qin, Jie
    Yu, Shujuan
    Zhang, Yun
    ENTROPY, 2021, 23 (05)
  • [19] Acquisition of channel state information for mmWave massive MIMO: traditional and machine learning-based approaches
    Chenhao Qi
    Peihao Dong
    Wenyan Ma
    Hua Zhang
    Zaichen Zhang
    Geoffrey Ye Li
    Science China Information Sciences, 2021, 64
  • [20] Acquisition of channel state information for mmWave massive MIMO: traditional and machine learning-based approaches
    Qi, Chenhao
    Dong, Peihao
    Ma, Wenyan
    Zhang, Hua
    Zhang, Zaichen
    Li, Geoffrey Ye
    SCIENCE CHINA-INFORMATION SCIENCES, 2021, 64 (08)
12345