A 3-D ELECTROMAGNETIC-MODEL-BASED ALGORITHM FOR POSE ESTIMATION USING WIDEBAND RADAR

被引:0
|
作者
Yang, Xiaoliang [1 ]
Wen, Gongjian [1 ]
Ma, Conghui [1 ]
Ding, Baiyuan [1 ]
Qiu, Shaohua [1 ]
机构
[1] Natl Univ Def Technol, ATR Key Lab, Changsha 410073, Hunan, Peoples R China
关键词
Pose estimation; three-dimensional; electromagnetic model; high resolution range profile; RANGE-PROFILE; TARGETS; EXTRACTION;
D O I
10.1109/IGARSS.2016.7729681
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 pose of a rotational symmetry target in wideband radar systems is the angle between its symmetry axis and the radar line of sight (LOS). It is one of the important parameters in target attitude measurement. Pose estimation has been applied in many fields, such as target tracking and target recognition. On the goal of estimating the target pose from the wideband radar measurements, a pose estimation algorithm based on the three-dimensional electromagnetic model (3-D em-model) is proposed. The 3-D em-model is an effective way to feature target's electromagnetic scattering behavior. It can recover radar echo of the target fast and accurately. The proposed algorithm utilizes the 3-D em-model of the target to generate high resolution range profiles and then matches the profiles generated by 3-D em-model with profile obtained from the high-resolution radar to estimate the pose information. Experiments using data predicted by a high-frequency electromagnetic code prove the effectiveness of the proposed algorithm.
引用
收藏
页码:2638 / 2641
页数:4
相关论文
共 50 条
  • [21] MODEL-BASED FOOD VOLUME ESTIMATION USING 3D POSE
    Xu, Chang
    He, Ye
    Khanna, Nitin
    Boushey, Carol J.
    Delp, Edward J.
    2013 20TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2013), 2013, : 2534 - 2538
  • [22] Head Pose Estimation Based on 3-D Facial Landmarks Localization and Regression
    Derkach, Dmytro
    Ruiz, Adria
    Sukno, Federico M.
    2017 12TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG 2017), 2017, : 820 - 827
  • [23] Pose normalization of 3-D mesh model based on rotation transformation
    Yuan, Hao
    Lu, Zhangping
    Bi, Wei
    Nie, Qian
    Nongye Jixie Xuebao/Transactions of the Chinese Society of Agricultural Machinery, 2008, 39 (11): : 132 - 137
  • [24] Full 3-D Electromagnetic Subsurface Imaging using Ground Penetrating Radar
    Catapano, Ilaria
    Affinito, Antonio
    Crocco, Lorenzo
    Gennarelli, Gianluca
    Soldovieri, Francesco
    2013 7TH INTERNATIONAL WORKSHOP ON ADVANCED GROUND PENETRATING RADAR (IWAGPR), 2013, : 53 - 57
  • [25] Estimation of 3-D Pose with 2-D Vision Based on Shape Matching Method
    Chen, Bin
    Su, Jianhua
    Lv, Kun
    Xue, Donge
    NEURAL INFORMATION PROCESSING (ICONIP 2018), PT VI, 2018, 11306 : 233 - 242
  • [26] SIFT algorithm-based 3D pose estimation of femur
    Zhang, Xuehe
    Zhu, Yanhe
    Li, Changle
    Zhao, Jie
    Li, Ge
    BIO-MEDICAL MATERIALS AND ENGINEERING, 2014, 24 (06) : 2847 - 2855
  • [27] 3D POSE ESTIMATION USING GENETIC-BASED ITERATIVE CLOSEST POINT ALGORITHM
    Lin, Huei-Yung
    Chang, Chin-Chen
    Liang, Shih-Cheng
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2018, 14 (02): : 537 - 547
  • [28] Humanoid Robot Teleoperation Through 3-D Pose Estimation
    Cruz-Silva, Jacobo E.
    Sivaraman, R.
    Montiel-Perez, J. Yalja
    Sossa-Azuela, J. Humberto
    Lopez-Bonilla, J.
    CONTEMPORARY MATHEMATICS, 2024, 5 (03): : 3886 - 3899
  • [29] 3-D object pose estimation for robotic assembly application
    Li, ST
    Zhao, DM
    VISUALIZATION AND OPTIMIZATION TECHNIQUES, 2001, 4553 : 61 - 71
  • [30] Advanced 3-D Trailer Pose Estimation for Articulated Vehicles
    Fuchs, Christian
    Neuhaus, Frank
    Paulus, Dietrich
    2015 IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV), 2015, : 211 - 216