Current Status of Large-scale GNSS Network Development and Data Processing

doi:10.13474/j.cnki.11-2246.2018.0303

Abstract

Abstract: Large-scale GNSS network is a critical infrastructure to achieve high-accuracy location service.The current development status of large-scale GNSS network is analyzed from the aspect of space segment,ground segment and data quantity.Available satellites and frequencies increase significantly in the space segment,while the scale of GNSS network is bigger and bigger in the ground segment,and thus the GNSS data quantity increases exponentially.Then,the storage and management method of massive GNSS data are summarized in detail,centralized storage method cannot meet the needs of large-scale GNSS network data storage application,while cloud storage is an effective solution.Finally,the processing strategies of large GNSS network are concluded systematically,and the bottleneck of GNSS data processing is solved by improving model algorithm and using parallel computing technology.

Key words: GNSS, continuously operating reference station, large-scale network, data processing

CLC Number:

P228

LI Linyang, ZHANG Xuedong, HUANG Xian, LI Chonghui, LÜ Zhiping. Current Status of Large-scale GNSS Network Development and Data Processing[J]. 测绘通报, 2018, 0(10): 1-5.

References

[1] 姜卫平.卫星导航定位基准站网的发展现状、机遇与挑战[J].测绘学报,2017,46(10):1379-1388.
[2] ZUMBERGE F,HEFLIN M,JEFFERSON D,et al.Precise Point Positioning for the Efficient and Robust Analysis of GPS Data from Large Networks[J].Journal of Geophysical Research,1997,102(B3):5005-5017.
[3] GE M,GENDT G,DICK G,et al.A New Data Processing Strategy for Huge GNSS Global Networks[J].Journal of Geodesy,2006,80(4):199-203.
[4] 蔡华.GNSS大网实时数据快速解算方法应用研究[D].武汉:武汉大学,2010.
[5] CHEN H,JIANG W,GE M.An Enhanced Strategy for GNSS Data Processing of Massive Networks[J].Journal of Geodesy,2014,88(9):857-867.
[6] 李林阳,崔阳,陈正生,等.大规模GNSS网分布式存储与解算方法[J].测绘科学技术学报,2016,33(5):464-469.
[7] 杨元喜,陆明泉,韩春好.GNSS兼容互操作若干问题[J].测绘学报,2016,45(3):253-259.
[8] 辜声峰.多频GNSS非差非组合精密数据处理理论及其应用[D].武汉:武汉大学,2013.
[9] 李健.联合型连续运行基准站网的动态定位服务机制[D].郑州:信息工程大学,2011.
[10] MONTENBRUCK O,STEIGENBERGER P,KHACHIKYAN R,et al.IGS-MGEX:Preparing the Ground for Multi-constellation GNSS Science[J].Espace,2014,9(1):42-49.
[11] MONTENBRUCK O,STEIGENBERGER P,PRANGE L,et al.The Multi-GNSS Experiment (MGEX) of the International GNSS Service (IGS)-Achievements,Prospects and Challenges[J].Advances in Space Research,2017,59(7):1671-1697.
[12] SHI C,ZHAO Q L,LI M,et al.Precise Orbit Determination of BeiDou Satellites with Precise Positioning[J].Science China Earth Sciences,2012,55(7):1079-1086.
[13] JIAO W,DING Q,LI J,et al.Monitoring and Assessment of GNSS Open Services[J].Scientia Sinica,2011,64(S1):19-29.
[14] 刘经南,方媛,郭迟,等.位置大数据的分析处理研究进展[J].武汉大学学报(信息科学版),2014,39(4):379-385.
[15] 郭迟,刘经南,方媛,等.位置大数据的价值提取与协同挖掘方法[J].软件学报,2014,25(4):713-730.
[16] 王家耀,武芳,郭建忠,等.时空大数据面临的挑战与机遇[J].测绘科学,2017,42(7):1-7.
[17] 李林阳,张友阳,李滨,等.海量GNSS数据分布式存储与计算方法[J].导航定位学报,2015,3(4):62-68.
[18] 李林阳,吕志平,陈正生,等.海量连续运行参考站网数据云存储模型[J].导航定位学报,2014,2(3):64-70.
[19] UNAVCO.GPS/GNSS Data Management Overview[EB/OL].2014-05-11(2015-07-01).http://www.unavco.org/data/gps-gnss/data-management/data-management.html.
[20] 刘枫.基于云计算的卫星导航数据管理体系及其关键技术研究[D].北京:中国科学院大学,2014.
[21] 李林阳,吕志平,崔阳,等.海量GNSS小文件云存储优化方法研究[J].武汉大学学报(信息科学版),2017,42(8):1068-1074.
[22] CALAIS E,HAN J,DEMETS C,et al.Deformation of the North American Plate Interior from a Decade of Continuous GPS Measurements[J].Journal of Geophysical Research(Solid Earth),2006,111(B6):402.
[23] BLEWITT G.Carrier Phase Ambiguity Resolution for the Global Positioning System Applied to Geodetic Baselines up to 2000 km[J]. Journal of Geophysical Research(Solid Earth),1989,94(B8):10187-10203.
[24] 姜卫平,赵倩,刘鸿飞,等.子网划分在大规模GNSS基准站网数据处理中的应用[J].武汉大学学报(信息科学版),2011,36(4):389-391.
[25] 魏子卿,葛茂荣.GPS相对定位的数学模型[M].北京:测绘出版社,1998.
[26] 赵齐乐.GPS导航星座及低轨卫星的精密定位理论和软件研究[D].武汉:武汉大学,2005.
[27] BOOMKAMP H.Global GPS Reference Frame Solutions of Unlimited Size[J].Advances in Space Research,2010,46(12):136-143.
[28] SCHROCK G M.On-grid Goal:Seeking Support for High-precision Networks[J].GPS World,2006,17(10):34-40.
[29] SERPELLONI E,CASULA G,GALVANI A,et al.Data Analysis of Permanent GPS Networks in Italy and Surrounding Regions:Application of a Distributed Processing Approach[J].Annals of Geophysics,2006,49(4/5):897-928.
[30] 李健,李建伟.一种面向大规模基准站网的网格计算理论模型[J].武汉大学学报(信息科学版),2009,34(8):992-995.
[31] RAYTHEON Company.GPS OCX Update[EB/OL].(2010-10-14)[2017-12-31].https://www.gps.gov/governance/advisory/meetings/2010-10/canty.pdf.
[32] 吕志平,陈正生,崔阳,等.大型CORS网基线向量的分布式处理[J].测绘科学技术学报,2013,30(4):433-438.
[33] 陈正生.大规模GNSS测量数据分布式计算关键技术研究[D].郑州:信息工程大学,2014.
[34] LI L,LV Z,FAN L,et al.Research on the Architecture of Cloud GNSS Based on Hadoop[C]//Proceedings of CSNC.Berlin:Springer-Verlag Berlin Heidelberg,2015.
[35] 王成,施闯,段兵兵,等.利用位置与云计算建立电离层TEC主动式播发平台[J].武汉大学学报(信息科学版),2016,41(3):304-309.
[36] IGS Central Bureau.IGS Technical Report[M].Bern:Astronomical Institute,University of Bern,2017.
[37] 杨元喜.综合PNT体系及其关键技术[J].测绘学报,2016,45(5):505-510.
[38] DACH R,HUGENTOBLER U,FRIDEZ P,et al.Bernese GPS Software Version 5.0[R].Bern:AIUB,2007.
[39] 陈正生,吕志平,崔阳,等.大规模GNSS数据的分布式处理与实现[J].武汉大学学报(信息科学版),2015,40(3):384-389.
[40] GNSSer.GNSS数据处理服务与交流平台[EB/OL].[2017-12-25].http://www.gnsser.com.
[41] 李志才,张鹏,孙占义,等.大规模GNSS基准站网快速同步处理方法研究[J].测绘通报,2017(2):65-69.
[42] CHOI K.Reanalysis of the CORS Network Data Tied to a Global Frame[EB/OL].[2017-12-31].https://www.gps.gov/cgsic/meetings/2016/choi.pdf.