Extraction of Wind Direction Spreading Factor From Broad-Beam High-Frequency Surface Wave Radar Data

被引:17
作者
Li, Chuan [1 ,2 ]
Wu, Xiongbin [1 ,2 ]
Yue, Xianchang [1 ,2 ]
Zhang, Lan [1 ,2 ]
Liu, Jianfei [1 ,2 ]
Li, Miao [1 ,2 ]
Zhou, Heng [1 ,2 ]
Wan, Bin [1 ,2 ]
机构
[1] Wuhan Univ, Sch Elect Informat, Wuhan 430072, Peoples R China
[2] Collaborat Innovat Ctr Geospatial Technol, Wuhan, Peoples R China
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2017年 / 55卷 / 09期
基金
中国国家自然科学基金;
关键词
APES; broad-beam; high-frequency surface wave radar (HFSWR); multiple signal classification (MUSIC); spreading factor; wind speed; HF RADAR; DOPPLER SPECTRA; COASTAL OCEAN; SEA-ECHO; CURRENTS; SCATTER; SPEED;
D O I
10.1109/TGRS.2017.2702394
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
The spreading factor is considered as a key parameter that controls the concentration of the directional distribution of the wave energy. It has been confirmed by many scholars that there is a certain relationship between spreading factor and sea surface wind. In the application of high frequency surface wave radar (HFSWR), spreading factor is extracted from the ratio (RB) of power spectrum density (PSD) of positive (P-B(+)) and negative (P-B) Bragg peaks. To extract accurate spreading factor, the premise is that the PSD of detection unit is as little as possible affected by the adjacent detection units. For narrow-beam radar, digital beamforming (DBF) is easy to meet requirements. But for broad-beam radar, it is very difficult. In this paper, a new scheme is proposed to extract spreading factor from broad-beam HFSWR data with the MUSIC-APES algorithm. Different from spatial filtering by DBF, MUSIC-APES directly estimates the azimuth of positive or negative Bragg waves and their echo amplitudes. For broad-beam radar, this scheme can still achieve high azimuth resolution and accurate amplitude estimation at the same time. It solves the biggest obstacle to extract the spreading factor from broad-beam HFSWR data. To verify the feasibility of this scheme, simulations and experiments are carried out to compare with DBF. The extraction accuracy is improved greatly. The results are very surprising. It shows that spreading factor and wind speed are highly relevant. This may be a new way to extract wind speed in the application of HFSWR.
引用
收藏
页码:5123 / 5133
页数:11
相关论文
共 43 条
  • [1] TESTS OF REMOTE SKYWAVE MEASUREMENT OF OCEAN SURFACE CONDITIONS
    AHEARN, JL
    CURLEY, SR
    HEADRICK, JM
    TRIZNA, DB
    [J]. PROCEEDINGS OF THE IEEE, 1974, 62 (06) : 681 - 687
  • [2] [Anonymous], P 11 INT C EL ENG CO
  • [3] Barrick D.E., 1997, Oceanography, V10, P72, DOI [10.5670/oceanog, DOI 10.5670/OCEANOG.1997.27, 10.5670/oceanog.1997.27]
  • [4] Barrick D. E., 1972, REMOTE SENSING TROPO, V12
  • [5] OCEAN SURFACE CURRENTS MAPPED BY RADAR
    BARRICK, DE
    EVANS, MW
    WEBER, BL
    [J]. SCIENCE, 1977, 198 (4313) : 138 - 144
  • [6] EXTRACTION OF WAVE PARAMETERS FROM MEASURED HF RADAR SEA-ECHO DOPPLER SPECTRA
    BARRICK, DE
    [J]. RADIO SCIENCE, 1977, 12 (03) : 415 - 424
  • [8] SURFACE WIND-SPEED EXTRACTION FROM HF SKY WAVE RADAR DOPPLER SPECTRA
    DEXTER, PE
    THEODORIDIS, S
    [J]. RADIO SCIENCE, 1982, 17 (03) : 643 - 652
  • [9] DIRECTIONAL SPECTRA OF WIND-GENERATED WAVES
    DONELAN, MA
    HAMILTON, J
    HUI, WH
    [J]. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 1985, 315 (1534): : 509 - 562
  • [10] Vector wand field measurements using multifrequency HF radar
    Drake, J
    Vesecky, J
    Laws, K
    Teague, C
    Ludwig, F
    Paduan, J
    [J]. PROCEEDINGS OF THE IEEE/OES SEVENTH WORKING CONFERENCE ON CURRENT MEASUREMENT TECHNOLOGY, 2003, : 88 - 91