Development of Indoor Device-Free Location Estimation Using Commodity WiFi Device

被引:0
|
作者
Zhou, Yuan [1 ]
Momose, Hedeaki [1 ]
Yasukawa, Satoru [1 ]
Kim, Minseok [1 ]
机构
[1] Niigata Univ, Grad Sch Sci & Technol, Niigata, Japan
关键词
Wi-Fi sounder; CSI; MIMO; indoor location estimation; array signal;
D O I
暂无
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
In recent years, since the propagation channel characteristics have been effectively used for applications such as motion sensing, position detection, etc. A great deal of attention is attracted to channel sounding methods easy to utilize using low-cost devices. This paper presents a device-free indoor location estimation method using spatio-temporal features of radio propagation channels using the 2.4-GHz band 3-by-3 MIMO channel sounder developed using commodity wireless LANs. The measurement results demonstrated a reasonable performance of the proposed method with small number of antennas.
引用
收藏
页码:603 / 604
页数:2
相关论文
共 50 条
  • [31] Deep Learning-Based Device-Free Localization Scheme for Simultaneous Estimation of Indoor Location and Posture Using FMCW Radars
    Lee, Jeongpyo
    Park, Kyungeun
    Kim, Youngok
    SENSORS, 2022, 22 (12)
  • [32] Device-Free Indoor Activity Recognition System
    Al-qaness, Mohammed Abdulaziz Aide
    Li, Fangmin
    Ma, Xiaolin
    Zhang, Yong
    Liu, Guo
    APPLIED SCIENCES-BASEL, 2016, 6 (11):
  • [33] PCA-Based inversion of WiFi signal for robust device-free indoor target detection
    Gottardi, Giorgio
    Hannan, Mohammad Abdul
    Li, Baozhu
    Polo, Alessandro
    Salucci, Marco
    Viani, Federico
    9TH INTERNATIONAL CONFERENCE ON NEW COMPUTATIONAL METHODS FOR INVERSE PROBLEMS, NCMIP 2019, 2020, 1476
  • [34] Device-free and Robust User Identification in Smart Environment using WiFi Signal
    Zheng, Ruiyu
    Zhao, Yanchao
    Chen, Bing
    2017 15TH IEEE INTERNATIONAL SYMPOSIUM ON PARALLEL AND DISTRIBUTED PROCESSING WITH APPLICATIONS AND 2017 16TH IEEE INTERNATIONAL CONFERENCE ON UBIQUITOUS COMPUTING AND COMMUNICATIONS (ISPA/IUCC 2017), 2017, : 1039 - 1046
  • [35] An Adaptive and Robust Device-Free Intrusion Detection Using Ubiquitous WiFi Signals
    Jin, Yue
    Tian, Zengshan
    Zhou, Mu
    Li, Ze
    Zhang, Zhenyuan
    2018 IEEE 23RD INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING (DSP), 2018,
  • [36] Device-free near-field human sensing using WiFi signals
    Liangyi Gong
    Chaocan Xiang
    Xiaochen Fan
    Tao Wu
    Chao Chen
    Miao Yu
    Wu Yang
    Personal and Ubiquitous Computing, 2022, 26 : 461 - 474
  • [37] Device-free near-field human sensing using WiFi signals
    Gong, Liangyi
    Xiang, Chaocan
    Fan, Xiaochen
    Wu, Tao
    Chen, Chao
    Yu, Miao
    Yang, Wu
    PERSONAL AND UBIQUITOUS COMPUTING, 2020, 26 (3) : 461 - 474
  • [38] CrossCount: A Deep Learning System for Device-Free Human Counting Using WiFi
    Ibrahim, Osama Talaat
    Gomaa, Walid
    Youssef, Moustafa
    IEEE SENSORS JOURNAL, 2019, 19 (21) : 9921 - 9928
  • [39] Practical Device-Free Gesture Recognition Using WiFi Signals Based on Metalearning
    Ma, Xiaorui
    Zhao, Yunong
    Zhang, Liang
    Gao, Qinghua
    Pan, Miao
    Wang, Jie
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 16 (01) : 228 - 237
  • [40] Wi-Fire: Device-free Fire Detection using WiFi Networks
    Zhong, Shuxin
    Huang, Yongzhi
    Ruby, Rukhsana
    Wang, Lu
    Qiu, Yu-Xuan
    Wu, Kaishun
    2017 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2017,