A New Azimuth Ambiguity Suppression Algorithm for Surface Current Measurement in Coastal Waters and Rivers With Along-track InSAR

被引:7
|
作者
Liu, Baochang [1 ]
He, Yijun [1 ]
Li, Yongkang [2 ]
Duan, Heyang [1 ]
Song, Xin [1 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Sch Marine Sci, Nanjing 210044, Jiangsu, Peoples R China
[2] Northwestern Polytech Univ, Sch Elect & Informat, Xian 710072, Shaanxi, Peoples R China
来源
关键词
Along-track interferometric (ATI) synthetic aperture radar (SAR); azimuth ambiguities; current retrieval; eigenvalue spectrum entropy (EVSE); ocean surface currents; surface currents in rivers; SYNTHETIC-APERTURE RADAR; DUAL-BEAM INTERFEROMETRY; TERRASAR-X; VELOCITY; SPACE; WAVES;
D O I
10.1109/TGRS.2018.2881958
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
We present a new algorithm for suppressing azimuth ambiguities when measuring surface currents with an along-track interferometric (ATI) synthetic aperture radar in heterogeneous scenes, such as coastal waters or rivers. The key of the proposed algorithm involves a careful analysis of a parameter called the eigenvalue spectrum entropy (EVSE), which is defined as the entropy of the eigenvalue spectrum of the ATI covariance matrix computed in the Doppler domain. The physical meaning of EVSE is that it serves as a descriptor for the degree to which an unambiguous signal component and an ambiguous one are mixed. With the help of EVSE, azimuth ambiguities can be suppressed. Simulation results demonstrate that as compared with the conventional ATI method without azimuth ambiguity suppression, the proposed algorithm allows for a pronounced improvement in the current measuring accuracy. Other advantages of the proposed algorithm lie in the fact that it is not only adaptive, due to its ability to automatically capture the useful Doppler band whose width and position may both vary for different radar and scene parameters, but it also needs a minimal number of user inputs, making it a quite attractive algorithm for routine implementation.
引用
收藏
页码:3148 / 3165
页数:18
相关论文
共 10 条
  • [1] Current measurements in coastal waters and rivers by TerraSAR-X along-track InSAR
    Romeiser, Roland
    [J]. PROCEEDINGS OF THE IEEE/OES/CMTC NINTH WORKING CONFERENCE ON CURRENT MEASUREMENT TECHNOLOGY, 2008, : 165 - 167
  • [2] Current measurements in rivers by spaceborne along-track InSAR
    Romeiser, Roland
    Runge, Hartmut
    Suchandt, Steffen
    Sprenger, Judith
    Weilbeer, Holger
    Sohrmann, Ariane
    Stammer, Detlef
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2007, 45 (12): : 4019 - 4031
  • [3] Global current measurements in rivers by spaceborne along-track InSAR
    Romeiser, R
    Sprenger, J
    Stammer, D
    Runge, H
    Suchandt, S
    [J]. IGARSS 2005: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-8, PROCEEDINGS, 2005, : 71 - 74
  • [4] CURRENTS IN RIVERS, COASTAL AREAS, AND THE OPEN OCEAN FROM TERRASAR-X ALONG-TRACK INSAR
    Romeiser, Roland
    Suchandt, Steffen
    Runge, Hartmut
    Graber, Hans
    [J]. 2010 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2010, : 3059 - 3062
  • [5] New method for ocean surface current retrieval by along-track interferometric SAR based on genetic algorithm
    Zhao X.
    Yan W.
    Wang R.
    Lu W.
    [J]. Guofang Keji Daxue Xuebao/Journal of National University of Defense Technology, 2020, 42 (06): : 98 - 105
  • [6] ANALYSIS OF FIRST TERRASAR-X ALONG-TRACK INSAR-DERIVED SURFACE CURRENT FIELDS
    Romeiser, Roland
    Suchandt, Steffen
    Runge, Hartmut
    Steinbrecher, Ulrich
    [J]. 2009 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-5, 2009, : 272 - +
  • [7] SEA SURFACE CURRENT MEASUREMENT WITH KU-BAND SAR ALONG-TRACK INTERFEROMETRY
    Kumagae, Nobuo
    Kawamura, Kazuo
    Tatsumi, Kenji
    Furuhata, Masatada
    Tsuchida, Masayoshi
    Tsuji, Masao
    Yamaoka, Tomoya
    Suwa, Kei
    [J]. 2011 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2011, : 1465 - 1468
  • [8] Surface Current Measurements by Spaceborne Along-Track InSAR - TerraSAR-X, TanDEM-X, and Future Systems
    Romeiser, Roland
    [J]. 2015 IEEE/OES 11TH CURRENT, WAVES AND TURBULENCE MEASUREMENT (CWTM), 2015,
  • [9] Improved Method to Suppress Azimuth Ambiguity for Current Velocity Measurement in Coastal Waters Based on ATI-SAR Systems
    Yi, Na
    He, Yijun
    Liu, Baochang
    [J]. REMOTE SENSING, 2020, 12 (20) : 1 - 20
  • [10] Accuracy and Error Analysis of Vector Measurement of Ocean Surface Current by Multi-Aperture Along-Track Interferometric SAR
    Li, Yan
    Chong, Jinsong
    Sun, Kai
    Yang, Xue
    Zhao, Yawei
    [J]. IEEE ACCESS, 2020, 8 : 207551 - 207562