A Refinement Algorithm for Device-Free Localization with RF Sensor Networks

被引:0
|
作者
Wang Jing [1 ]
机构
[1] Southeast Univ, Dept Math, Nanjing 210096, Jiangsu, Peoples R China
关键词
wireless sensor networks; device-free localization; compressed sensing; refinement algorithm; RECONSTRUCTION;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Device-free localization (DFL) is an emerging technology using received signal strength (RSS) measurements. This technology use radio frequency (RF) signals to detect the deployment area and can image the attenuation caused by targets in wireless sensor networks. So these networks are called RF sensor networks. In this paper, based on compressed sensing theory, we present an efficient algorithm, named refinement algorithm to localize one target. Experiments show that the refinement algorithm achieves high localization accuracy and leads to advantages in computational complexity.
引用
收藏
页码:6452 / 6456
页数:5
相关论文
共 50 条
  • [31] A generalized thresholding algorithm with dimension reduction for device-free localization in IoT
    Qin Cheng
    Linghua Zhang
    Bo Xue
    Feng Shu
    Xu Wang
    Applied Intelligence, 2023, 53 : 9089 - 9102
  • [32] Multipath-Enhanced Device-Free Localization in Wideband Wireless Networks
    Schmidhammer, Martin
    Gentner, Christian
    Sand, Stephan
    Fiebig, Uwe-Carsten
    IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS, 2021, 20 (04): : 453 - 457
  • [33] iLight: Device-Free Passive Tracking Using Wireless Sensor Networks
    Mao, Xufei
    Tang, ShaoJie
    Wang, Jiliang
    Li, Xiang Yang
    IEEE SENSORS JOURNAL, 2013, 13 (10) : 3785 - 3792
  • [34] Device-Free Localization: A Review of Non-RF Techniques for Unobtrusive Indoor Positioning
    Alam, Fakhrul
    Faulkner, Nathaniel
    Parr, Baden
    IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (06) : 4228 - 4249
  • [35] Towards robust and efficient device-free localization using UWB sensor network
    Wang, Zhenghuan
    Liu, Heng
    Xu, Shengxin
    Gao, Fei
    Bu, Xiangyuan
    An, Jianping
    PERVASIVE AND MOBILE COMPUTING, 2017, 41 : 451 - 469
  • [36] Dictionary Refinement Method for Compressive Sensing Based Multi-target Device-free Localization
    Yu Dongping
    Guo Yan
    Li Ning
    Yang Sixing
    Song Xiaoxiang
    JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2019, 41 (04) : 865 - 871
  • [37] An Improved Device-free Localization via Sparse Coding with Log Thresholding Algorithm
    Cheng, Qin
    Zhang, Linghua
    2023 35TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2023, : 4431 - 4434
  • [38] Adaptive Device-Free Localization in Dynamic Environments Through Adaptive Neural Networks
    Zhou, Rui
    Hou, Huanhuan
    Gong, Ziyuan
    Chen, Zuona
    Tang, Kai
    Zhou, Bao
    IEEE SENSORS JOURNAL, 2021, 21 (01) : 548 - 559
  • [39] Device-Free Localization with Outlier Intersection Rejection
    Song, Biao
    Xiao, Dong
    2014 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION PROBLEM-SOLVING (ICCP), 2014, : 690 - 693
  • [40] Scene Recognition for Device-Free Indoor Localization
    Liu, Zhigang
    Xiong, Jiuyang
    Ma, Yufeng
    Liu, Yankun
    IEEE SENSORS JOURNAL, 2023, 23 (06) : 6039 - 6049