3D Imaging Algorithm of Directional Borehole Radar Based on Root-MUSIC

被引:5
|
作者
Wang, Wentian [1 ]
Liu, Sixin [2 ]
Shen, Xuzhang [1 ]
Zheng, Wenjun [1 ]
机构
[1] Sun Yat Sen Univ, Sch Earth Sci & Engn, Zhuhai 519082, Peoples R China
[2] Jilin Univ, Coll Geoexplorat Sci & Technol, Changchun 130026, Peoples R China
基金
中国国家自然科学基金;
关键词
orientation recognition; Root-MUSIC algorithm; directional borehole radar; 3D imaging; SUBGRIDDING SCHEME; ANTENNA; FDTD; SUPERRESOLUTION;
D O I
10.3390/rs13152957
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A directional borehole radar consists of one transmitting antenna in the borehole and four receiving antennas distributed at equal angles in a ring. The receiving antennas can determine the depth and orientation of targets beside the borehole. However, the problem of target orientation determination and 3D imaging algorithms remains a technological challenge. The MUSIC (multiple signal classification) algorithm requires a peak search, so the accuracy of the operation is limited by the angle interval. Based on the MUSIC algorithm, the Root-MUSIC algorithm is proposed and implemented. By replacing the spectral peak search with calculating the roots of the polynomials greatly improves the orientation recognition accuracy. Finally, the results obtained using the above algorithm are verified with synthetic data and compared with the results of the MUSIC algorithm. The results show that both the MUSIC algorithm and the Root-MUSIC algorithm can achieve very good orientation determination and 3D imaging results. In terms of accuracy, the Root-MUSIC algorithm has an obvious improvement compared with the MUSIC algorithm.
引用
收藏
页数:17
相关论文
共 50 条
  • [41] A directional borehole radar for three-dimensional imaging
    van Dongen, KWA
    van den Berg, PM
    Fokkema, JT
    GPR 2002: NINTH INTERNATIONAL CONFERENCE ON GROUND PENETRATING RADAR, 2002, 4758 : 25 - 30
  • [42] Direction of arrival estimation for co-prime MIMO radar based on unitary root-MUSIC
    Li, Jian-feng
    Shen, Ming-wei
    Ding, Ji
    WIRELESS COMMUNICATION AND SENSOR NETWORK, 2016, : 307 - 315
  • [43] An Improved Root-MUSIC Algorithm with High Precision and Low Complexity
    She L.-H.
    Liu P.-F.
    Zhang S.
    Xu F.-H.
    Dongbei Daxue Xuebao/Journal of Northeastern University, 2022, 43 (04): : 457 - 462and469
  • [44] 3D stratum modeling based on ground penetrating radar and borehole data
    Zhu Fa-hua
    He Huai-jian
    ROCK AND SOIL MECHANICS, 2009, 30 : 267 - 270
  • [45] An Improved Forward/backward Spatial Smoothing Root-MUSIC Algorithm Based on Signal Decorrelation
    Shu Changgan
    Liu Yumin
    PROCEEDINGS OF 2014 IEEE WORKSHOP ON ADVANCED RESEARCH AND TECHNOLOGY IN INDUSTRY APPLICATIONS (WARTIA), 2014, : 1252 - 1255
  • [46] An Improved Algorithm of PAST and Root-MUSIC for Signal Frequency Tracking
    Wang, Chunping
    Cheng, Yuanzeng
    Fu, Qiang
    PROCEEDINGS 2010 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, (ICCSIT 2010), VOL 1, 2010, : 159 - 163
  • [47] 3D Radar Imaging with a MIMO OFDM-based Radar
    Sit, Yoke Leen
    Nguyen, Thuy T.
    Zwick, Thomas
    2013 ASIA-PACIFIC MICROWAVE CONFERENCE PROCEEDINGS (APMC 2013), 2013, : 68 - 70
  • [48] AN IDFT-BASED ROOT-MUSIC FOR ARBITRARY ARRAYS
    Zhuang, Jie
    Li, Wei
    Manikas, A.
    2010 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2010, : 2614 - 2617
  • [49] Low-complexity ESPRIT–Root-MUSIC Algorithm for Non-circular Source in Bistatic MIMO Radar
    Xianpeng Wang
    Wei Wang
    Dingjie Xu
    Circuits, Systems, and Signal Processing, 2015, 34 : 1265 - 1278
  • [50] A HERMITIAN MAPPING APPROACH TO UNITARY ROOT-MUSIC ALGORITHM FOR CYCLOSTATIONARY SIGNALS
    Liu, Zhigang
    Wang, Jinkuan
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2009, 5 (10A): : 3123 - 3132