ToA-based multi-target localization and respiration detection using UWB radars

被引:10
|
作者
Kim, ChangKyeong [1 ]
Lee, Joon-Yong [2 ]
机构
[1] Korea Dist Heating Corp, Songnam 463908, South Korea
[2] Handong Univ, Sch Comp Sci & Elect Engn, Pohang 791708, South Korea
基金
新加坡国家研究基金会;
关键词
Ultra-wideband radar; Multi-target localization; Respiration detection;
D O I
10.1186/1687-1499-2014-145
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
This paper proposes a method of detecting the number of persons in an area, along with their locations and breath patterns, using ultra-wideband (UWB) radars. A time-of-arrival type of location estimation was performed in this study not only using techniques introduced in the existing study results of detecting biomedical signals using a UWB radar but also by applying an initial screening method for redundancy reduction and a maximum likelihood observation-target association technique. This paper also introduces radar measurements conducted under a variety of scenarios and presents the results of applying the proposed algorithm to the measured data. The test results showed that the number of targets was accurately estimated with an average positioning accuracy of 12.7 cm.
引用
收藏
页数:15
相关论文
共 50 条
  • [41] Maximum Correntropy Criterion for Robust TOA-Based Localization in NLOS Environments
    Wenxin Xiong
    Christian Schindelhauer
    Hing Cheung So
    Zhi Wang
    Circuits, Systems, and Signal Processing, 2021, 40 : 6325 - 6339
  • [42] ToA-based localization algorithm for mitigating positioning error in NLoS channel
    Kim W.
    Kang J.
    Journal of Institute of Control, Robotics and Systems, 2018, 24 (11) : 1043 - 1047
  • [43] Multi-Target Localization Using Polarization Sensitive Arrays
    Howard, William W.
    Buehrer, R. Michael
    2021 IEEE MILITARY COMMUNICATIONS CONFERENCE (MILCOM 2021), 2021,
  • [44] NLOS Error Mitigation for TOA-Based Localization via Convex Relaxation
    Wang, Gang
    Chen, H.
    Li, Youming
    Ansari, Nirwan
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2014, 13 (08) : 4119 - 4131
  • [45] TOA-Based Cooperative Localization with LOS/NLOS Probability in Wireless Networks
    Zhu, Yaping
    Zhang, Yueyue
    Yan, Feng
    Xia, Weiwei
    Xing, Song
    Wu, Yi
    Shen, Lianfeng
    GLOBECOM 2017 - 2017 IEEE GLOBAL COMMUNICATIONS CONFERENCE, 2017,
  • [46] Identification of the absence of direct path in ToA-based indoor localization systems
    Heidari M.
    Pahlavan K.
    International Journal of Wireless Information Networks, 2008, 15 (3-4) : 117 - 127
  • [47] A Markov model for dynamic behavior of ToA-based ranging in indoor localization
    Heidari, Mohammad
    Pahlavan, Kaveh
    EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2008, 2008 (1)
  • [48] Iterative ToA-Based Localization of Wireless Transmitters Using Dirichlet-Kernel-Based Range Representation
    Copa, Evert I. Pocoma
    Rottenberg, Francois
    Quitin, Francois
    Vandendorpe, Luc
    De Doncker, Philippe
    Horlin, Francois
    2021 IEEE 93RD VEHICULAR TECHNOLOGY CONFERENCE (VTC2021-SPRING), 2021,
  • [49] Clustering Based Multiple Hypothesis Multi-target Localization
    Wang, Huan
    Liu, Guanghong
    Zhang, De
    Han, Kuoye
    Jiang, Mian
    2017 4TH INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING (ICISCE), 2017, : 898 - 901
  • [50] Respiration rate detection for multi-target using elevation-azimuth map in FMCW radar
    Yoo, Youngkeun
    Rhee, Ki-Won
    Song, Heemang
    Shin, Hyun-Chool
    2022 37TH INTERNATIONAL TECHNICAL CONFERENCE ON CIRCUITS/SYSTEMS, COMPUTERS AND COMMUNICATIONS (ITC-CSCC 2022), 2022, : 530 - 533