Device-Free Mobile Target Tracking Using Passive Tags

被引:0
|
作者
Ding, Han [1 ]
Xi, Min [1 ]
Li, Zhe [2 ]
Zhao, Jizhong [3 ]
机构
[1] Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Xian 710049, Peoples R China
[2] Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Peoples R China
[3] Xi An Jiao Tong Univ, Sch Software Engn, Xian 710049, Peoples R China
关键词
Object detection - Clutter (information theory);
D O I
10.1155/2015/870204
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We propose a low-cost device-free mobile target tracking system using passive tags, namely, DTrack, to detect and track a human object in a certain surveillance area. The idea is that when a human object moves, he may block or reflect the RF signals between the reader and tags. Based on the estimation of Doppler Shift and Tag Read Rate variations, DTrack can detect whether a human object enters in the system and further track the moving direction of the object. DTrack uses commercial readers and off-the-shelf passive tags and is scalable and easy for large-scale deployments. Experimental results show that our system is effective in detecting the direction of moving human objects with high accuracy.
引用
收藏
页数:12
相关论文
共 50 条
  • [31] Passive infrared sensor dataset and deep learning models for device-free indoor localization and tracking
    Ngamakeur, Kan
    Yongchareon, Sira
    Yu, Jian
    Islam, Saiful
    PERVASIVE AND MOBILE COMPUTING, 2023, 88
  • [32] Robust WLAN Device-free Passive Motion Detection
    Kosba, Ahmed E.
    Saeed, Ahmed
    Youssef, Moustafa
    2012 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2012, : 3284 - 3289
  • [33] Enhancing the Performance of Indoor Device-Free Passive Localization
    Yang, Wu
    Gong, Liangyi
    Man, Dapeng
    Lv, Jiguang
    Cai, Haibin
    Zhou, Xiancun
    Yang, Zheng
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2015,
  • [34] Device-Free Crowd Count Estimation Using Passive UHF RFID Technology
    Tan, Jun
    Sathyamurthy, Muralikrishna
    Rolapp, Alexander
    Gamez, Jonathan
    Hennig, Eckhard
    Schaefer, Eric
    Sommer, Ralf
    IEEE JOURNAL OF RADIO FREQUENCY IDENTIFICATION, 2019, 3 (01): : 35 - 45
  • [35] Dynamic Objects Tracking with a Mobile Robot using Passive UHF RFID Tags
    Liu, Ran
    Huskic, Goran
    Zell, Andreas
    2014 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2014), 2014, : 4247 - 4252
  • [36] Pilot: Passive Device-free Indoor Localization Using Channel State Information
    Xiao, Jiang
    Wu, Kaishun
    Yi, Youwen
    Wang, Lu
    Ni, Lionel M.
    2013 IEEE 33RD INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS), 2013, : 236 - 245
  • [37] Compressive Sensing Based Multi-target Device-free Passive Localization Algorithm Using Multidimensional Measurement Information
    Yu Dongping
    Guo Yan
    Li Ning
    Liu Jie
    Yang Sixing
    JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2019, 41 (02) : 440 - 446
  • [38] WallSense: Device-Free Indoor Localization Using Wall-Mounted UHF RFID Tags
    Ma, Liang
    Liu, Meng
    Wang, Hongjun
    Yang, Yang
    Wang, Na
    Zhang, Yajun
    SENSORS, 2019, 19 (01)
  • [39] Device-Free Pedestrian Tracking Using Low-Cost Ultrawideband Devices
    Li, Chenglong
    Tanghe, Emmeric
    Martens, Luc
    Romme, Jac
    Singh, Gaurav
    De Poorter, Eli
    Joseph, Wout
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71
  • [40] Deep Intelligent Network for Device-free People Tracking
    Zhao, Yang
    Chang, Ming-Ching
    Tu, Peter
    ICCPS '19: PROCEEDINGS OF THE 2019 10TH ACM/IEEE INTERNATIONAL CONFERENCE ON CYBER-PHYSICAL SYSTEMS, 2019, : 302 - 303