• Chinese Science Citation Database(CSCD)
  • Chinese Scientific and Technological Paper and Citation Database (CSTPCD)
  • China National Knowledge Infrastructure(CNKI)
  • Chinese Science Abstracts Database(CSAD)
  • JST China
  • SCOPUS

Latest Notice

Latest Notice

WeChat Official Account

WeChat Official Account

WANG Bo, YAN Xingkui, XU Yuzhe, ZHANG Keke, LIU Shixuan, CHEN Shizhe. Retrieving method of multi ocean wave parameters based on GNSS-R technique[J]. CHINESE JOURNAL OF RADIO SCIENCE, 2019, 34(3): 315-321. doi: 10.13443/j.cjors.2018101201
Reference format: WANG Bo, YAN Xingkui, XU Yuzhe, ZHANG Keke, LIU Shixuan, CHEN Shizhe. Retrieving method of multi ocean wave parameters based on GNSS-R technique[J]. CHINESE JOURNAL OF RADIO SCIENCE, 2019, 34(3): 315-321. doi: 10.13443/j.cjors.2018101201

Retrieving method of multi ocean wave parameters based on GNSS-R technique

More Information
  • Received Date: October 11, 2018
  • Available Online: December 30, 2020
  • Published Date: June 29, 2019
  • Aiming at the limitation that GNSS-R technique only estimates significant wave height using Global Navigation Satellite System (GNSS) reflections, a mapping model of ocean surface coherence time and significant wave height and mean wave period is established in this paper, which is based on interferometric complex field (ICF) defined by direct and reflected signals. The processing flow and method of reflection signals assisted with Doppler shift, C/A code and navigation data bits of direct signals are also given in detail. The model and algorithms of retrieving wave direction and wave period using reflections is researched, and then the multi-parameter retrieving model and algorithm is established. Finally, an experiment campaign is carried out to validate the results, the location of which is Xiaomaidao ocean observation station, Qingdao. The experiment results prove that the root-mean-square errors of significant wave height and mean wave period are 0.1 m and 0.61 s, respectively. The research results of this project would have significant academic value and important strategic significance for new technology research and new equipment manufacture of ocean monitoring, the applications to Beidou Navigation Satellite System and other application fields.
  • [1]
    金双根, 张勤耘, 钱晓东.全球导航卫星系统反射测量(GNSS+R)最新进展与应用前景[J].测绘学报, 2017, 46(10):1389-1398. doi: 10.11947/j.AGCS.2017.20170282

    JIN S G, ZHANG Q Y, QIAN X D. New progress and application prospects of global navigation satellite system reflectometry(GNSS+R)[J]. Acta geodaetica et cartographica sinica, 2017, 46(10):1389-1398. (in Chinese) doi: 10.11947/j.AGCS.2017.20170282
    [2]
    祁永强, 张波, 杨东凯, 等. GNSS海面反射信号的三维建模方法[J].北京航空航天大学学报, 2018, 44(1):125-131. http://d.old.wanfangdata.com.cn/Periodical/bjhkhtdxxb201801015

    QI Y Q, ZHANG B, YANG D K, et al. Three-dimensional modeling method of GNSS sea surface reflection signal[J]. Journal of Beijing University of Aeronautics and Astronautics, 2018, 44(1):125-131. (in Chinese) http://d.old.wanfangdata.com.cn/Periodical/bjhkhtdxxb201801015
    [3]
    MARTIN-NEIRA M. A passive reflectometry and interferometry system (PARIS):application to ocean altimetry[J]. ESA Journal, 1993, 17(4):331-355. https://www.researchgate.net/publication/279897829_A_Passive_Reflectometry_and_Interferometry_System_PARIS_Application_to_ocean_altimetry
    [4]
    杨东凯, 刘毅, 王峰.星载GNSS-R海面风速反演方法研究[J].电子与信息学报, 2018, 40(2):462-469. http://d.old.wanfangdata.com.cn/Periodical/dzkxxk201802027

    YANG D K, LIU Y, WANG F. Ocean surface wind speed retrieval using spaceborne GNSS-R[J]. Journal of electronics & information technology, 2018, 40(2):462-469. (in Chinese) http://d.old.wanfangdata.com.cn/Periodical/dzkxxk201802027
    [5]
    周旋, 叶小敏, 于暘, 等.基于GNSS-R的海面风速探测技术研究[J].电子与信息学报, 2013, 35(7):1575-1580. http://d.old.wanfangdata.com.cn/Periodical/dzkxxk201307008

    ZHOU X, YE X M, YU Y, et al. Sea surface wind speed measurement using GNSS reflection signal[J]. Journal of electronics & information technology, 2013, 35(7):1575-1580. (in Chinese) http://d.old.wanfangdata.com.cn/Periodical/dzkxxk201307008
    [6]
    高洪兴, 杨东凯, 张波, 等.基于GNSS卫星反射信号的海冰厚度探测[J].电子与信息学报, 2017, 39(5):1096-1100. http://d.old.wanfangdata.com.cn/Periodical/dzkxxk201705012

    GAO H X, YANG D K, ZHANG B, et al. Remote sensing of sea ice thickness with GNSS reflected signal[J]. Journal of electronics & information technology, 2017, 39(5):1096-1100. (in Chinese) http://d.old.wanfangdata.com.cn/Periodical/dzkxxk201705012
    [7]
    ZAVOROTNY V U, VORONOVICH A G. GNSS-R delay-Doppler maps of ocean surface at weak winds[C]//IEEE International Geoscience and Remote Sensing Symposium (IGARSS). Forth Worth, Texas, 2017: 2664-2666.
    [8]
    STRANDBERG J, HOBIGER T, HAAS R. Coastal sea ice detection using ground-based GNSS-R[J]. IEEE geoscience and remote sensing letters, 2017, 14(9):1552-1556. doi: 10.1109/LGRS.2017.2722041
    [9]
    YAN Q, HUANG W, FOTI G. Quantification of the relationship between sea surface roughness and the size of the glistening zone for GNSS-R[J]. IEEE geoscience and remote sensing letters, 2018, 15(2):237-241. doi: 10.1109/LGRS.2017.2782728
    [10]
    PENNA N T, MORALES MAQUEDA M A, MARTIN I, et al. Sea Surface Height Measurement Using a GNSS Wave Glider[J]. Geophysical research letters, 2018, 45:5609-5616. doi: 10.1029/2018GL077950
    [11]
    AUBER J C, BIBAUT A, RIGAL J M. Characterization of multipath on land and sea at GPS frequencies[C]//Proceedings of the 7th International Technical Meeting of the Satellite Division of the Institute of Navigation (ION GPS 1994). Salt Lake City, 1994: 1155-1171.
    [12]
    GARRISON J L, KATZBERG S J, HOWELL C. Detection of ocean reflected GPS signals: theory and experiment[C]//IEEE Southeast Conference. Blacksburg, VA, 1997: 290-294.
    [13]
    SOULAT F, CAPARRINI M, GERMAIN O, et al. Sea state monitoring using coastal GNSS-R[J]. Geophysical research letters, 2004, 31(21):1-4. http://d.old.wanfangdata.com.cn/NSTLHY/NSTL_HYCC025065637/
    [14]
    金玲. GNSS-R接收机及有效波高反演方法研究[D].北京: 北京化工大学, 2016.

    JIN L. Research on receiver and inversion method of significant wave height based on GNSS-R[D]. Beijing: Beijing University of Chemical Technology, 2016. (in Chinese)
    [15]
    WANG X, SUN Q, ZHANG X X, et al. First China ocean reflection experiment using coastal GNSS-R[J]. Chinese science bulletin, 2008, 53(7):1117-1120. doi: 10.1007-s11434-008-0110-2/
    [16]
    WANG X, SUN Q, ZHANG X X, et al. Applications of GPS-R technique for ocean remote sensing: results of coastal experiment in China[C]//IEEE International Conference on Multimedia Technology. Ningbo, 2010: 1-4.
    [17]
    RUFFINI G, FRANCOIS S. On the GNSS-R interferometric complex field coherence time[J/OL]. 2004[2018-10-12].https://www.researchgate.net/publication/2170858_On_the_GNSS-R_Interferometric_Complex_Field_Coherence_Time
  • Related Articles

    [1]CHEN Yuqing, ZHENG Xin, SONG Ying, ZHANG Chi, ZHU Xinyu, YE Wenjie, SHEN Yufang, YANG Tao. Study on a rainfall intensity retrieval model for short links[J]. CHINESE JOURNAL OF RADIO SCIENCE, 2024, 39(3): 579-586. DOI: 10.12265/j.cjors.2023136
    [2]LI Zichong, JIANG Gengming. Intercalibration of FY-3D MWRI and sea surface temperature retrieval[J]. CHINESE JOURNAL OF RADIO SCIENCE, 2024, 39(2): 214-224. DOI: 10.12265/j.cjors.2023077
    [3]WU Jiajing, ZHANG Jinpeng, ZHANG Yushi, WEI Zhiqiang. Research on inversion method of range direction inhomogeneous evaporation duct based on deep learning[J]. CHINESE JOURNAL OF RADIO SCIENCE, 2023, 38(4): 665-672. DOI: 10.12265/j.cjors.2023054
    [4]LIU Chengguo, ZHOU Hongkun, HU Wentao, DUAN Kaiyuan, CHENG Runsheng, HUANG Lifeng, GUO Xiangming, WANG Hongguang, CAI Hongtao. An inversion method of anomalous atmospheric refractive environment[J]. CHINESE JOURNAL OF RADIO SCIENCE, 2022, 37(2): 222-228. DOI: 10.12265/j.cjors.2021268
    [5]ZHAO Yingcheng, LIU Xichuan, SONG Kun, ZOU Mingzhong. Effect of microwave link network on rainfall intensity field inversion[J]. CHINESE JOURNAL OF RADIO SCIENCE, 2020, 35(6): 914-923. DOI: 10.13443/j.cjors.2020071502
    [6]ZHANG Qinghe, LIANG Weibo. Inversion study of the rough sea surface wind speed and sea surface salinity based on the support vector machine[J]. CHINESE JOURNAL OF RADIO SCIENCE, 2016, 31(5): 896-905. DOI: 10.13443/j.cjors.2015102601
    [7]ZHANG Yuanyuan, WU Zhensen, ZHANG Yushi. The effective permittivity and roughness parameters inversion by the land backscattering measured data[J]. CHINESE JOURNAL OF RADIO SCIENCE, 2016, 31(1): 79-84. DOI: 10.13443/j.cjors.2015020201
    [8]ZHOU Mo, ZUO Lei, WANG Chunyu, JIN Dan, WANG Yue, FENG Cao. Inversion of evaporation duct based on genetic/simulated annealing hybrid algorithm[J]. CHINESE JOURNAL OF RADIO SCIENCE, 2014, 29(1): 122-128. DOI: 10.13443/j.cjors.2013032101
    [9]LI Jiangman, SHU Tingting, LIN Leke, GUO Lixin, ZHAO Zhenwei. The improved linear regression arithmetic of radiometersto retrieve the atmosphere refractivity[J]. CHINESE JOURNAL OF RADIO SCIENCE, 2013, 28(2): 316-320.
    [10]ZHU Xuesong, YAN Songhua, ZHANG Xunjie, YE Qixin, YIN Qiu, DU Mingbing. Sea wave height retrieving system based on GNSS-R carrier phase[J]. CHINESE JOURNAL OF RADIO SCIENCE, 2012, 27(6): 1070-1075.
  • Cited by

    Periodical cited type(4)

    1. 徐新军,鹿天逸,杨凡,石新智,韦骏. 基于单极子交叉环收发共用天线设计的高频地波雷达海上比测. 北京大学学报(自然科学版). 2023(04): 593-601 .
    2. 张一,周立. 基于NARX回归神经网络的岸基GNSS-IR有效波高反演模型分析. 测绘通报. 2022(02): 90-94 .
    3. 布金伟,余科根,韩帅. 星载GNSS-R海浪有效波高反演模型构建. 测绘学报. 2022(09): 1920-1930 .
    4. 邢进,刘思琦,王峰,张国栋,俞永庆,王林峰. 岸基GNSS-R海洋遥感系统设计与实现. 无线电工程. 2021(10): 1104-1109 .

    Other cited types(1)

Catalog

    Article views (197) PDF downloads (19) Cited by(5)
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return