Estimation of Moving Target Parameters using Compressive Sensing Methods

被引：0
|
作者：
Haegelen, Manfred [1 ]
机构：
[1] Fraunhofer Inst High Frequency Phys & Radar Tech, D-53343 Wachtberg, Germany
来源：
2013 10TH EUROPEAN RADAR CONFERENCE (EURAD) | 2013年
关键词：
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：
The parameter estimation of a distributed target with several moving elements is an important question in radar based security applications. In this paper, a solution of this problem is proposed by using an incoherent radar sensor network as well as signal processing methods known from the area of Compressive Sensing. Thereby, three different algorithms are evaluated: Orthogonal Matching Pursuit (OMP), SIMPLEX and nonlinear Convex Optimization. It can be shown that a relative small number of radar channels is sufficient to determine positions and velocity vectors of many point scatterers included in the analyzed scene.
引用
收藏
页码：5 / 8
页数：4
相关论文
共 50 条
  • [11] Target parameter estimation for spatial and temporal formulations in MIMO radars using compressive sensing
    Hussain Ali
    Sajid Ahmed
    Tareq Y. Al-Naffouri
    Mohammad S. Sharawi
    Mohamed-S Alouini
    EURASIP Journal on Advances in Signal Processing, 2017
  • [12] Multiple Target Localization and Power Estimation in Wireless Sensor Networks using Compressive Sensing
    Qian, Peng
    Guo, Yan
    Li, Ning
    Sun, Baoming
    2015 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS & SIGNAL PROCESSING (WCSP), 2015,
  • [13] Multiple Target Localization Using Compressive Sensing
    Feng, Chen
    Valaee, Shahrokh
    Tan, Zhenhui
    GLOBECOM 2009 - 2009 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, VOLS 1-8, 2009, : 4356 - +
  • [14] Evaluation of Bone Microstructure Parameters by Using Tomographic Methods and Compressive Strength Estimation
    Kaya, Sema
    Koc, Alaettin
    CLINICAL AND EXPERIMENTAL HEALTH SCIENCES, 2024, 14 (02): : 446 - 453
  • [15] Information sensing for radar target classification using compressive sensing
    Mishra, Amit Kumar
    Wilsenach, Gregory
    Inggs, Mike
    2012 13TH INTERNATIONAL RADAR SYMPOSIUM (IRS), 2012, : 326 - 330
  • [16] Radial acceleration estimation of maneuvering target based on compressive sensing
    Jia, S.-Y. (ganlingxian751@sina.com), 1815, Chinese Institute of Electronics (35):
  • [17] Estimation of multipath parameters in wireless communications using multi-way compressive sensing
    Fangqing Wen
    Gong Zhang
    De Ben
    JournalofSystemsEngineeringandElectronics, 2015, 26 (05) : 908 - 915
  • [18] Estimation of multipath parameters in wireless communications using multi-way compressive sensing
    Wen, Fangqing
    Zhang, Gong
    Ben, De
    JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2015, 26 (05) : 908 - 915
  • [19] ESTIMATION OF PARAMETERS OF THE MOVING TARGET WITH MICRO MOTION IN GEOSAR
    Yu, Jindong
    Yu, Ze
    Li, Chunsheng
    Li, Jingwen
    Mei, Mingxuan
    2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2017, : 6158 - 6161
  • [20] Blood Velocity Estimation Using Compressive Sensing
    Richy, Julien
    Friboulet, Denis
    Bernard, Adeline
    Bernard, Olivier
    Liebgott, Herve
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 2013, 32 (11) : 1979 - 1988
12345