智能手机GNSS多系统多频实时动态定位方法Study on GNSS multi-system dual-frequency real-time dynamic positioning method for smart phones
祝会忠,李骏鹏,李军
摘要(Abstract):
针对智能手机定位的研究大都集中于单频定位性能与算法,而缺乏对多系统多个频段定位实验的分析的问题,该文对智能手机GNSS多系统多个频段的观测数据进行质量分析,根据应用程序接口(API)信息,检核后的多普勒积分法与电离层残差法对异常数据进行处理,同时根据不同系统不同频段的观测数据质量,实时修改滤波观测值噪声方差以提高定位精度。开发了一款基于安卓平台的实时定位应用程序,通过实验对比分析了GPS、BDS、Galileo、GLONASS各个频段不同组合的动态定位性能。实验结果表明,GNSS多系统组合的收敛速度与定位精度最佳,固定解平面与高程方向精度最高可达0.04、0.07 m,浮点解精度收敛之后平面方向精度为0.15 m、高程方向精度为0.16 m。多系统第一频率(L1/B1/E1/G1)组合后定位结果较单系统平面方向精度提升71.3%,高程方向精度提升55.5%,在多系统第一频率基础上增加第二频率(L5/E5a)后,平面方向精度提升13%,高程方向精度提升32%。
关键词(KeyWords): GNSS;安卓智能手机;实时动态定位;多系统多频
基金项目(Foundation): 国家自然科学基金项目(41504010,41504030);; 国家重点研究发展计划项目(2016YFC0803102)
作者(Author): 祝会忠,李骏鹏,李军
DOI: 10.16251/j.cnki.1009-2307.2022.09.002
参考文献(References):
- [1] 赵硕,秘金钟,徐彦田,等.双频智能手机GNSS数据质量及定位精度分析[J].测绘科学,2020,45(2):22-28.(ZHAO Shuo,BEI Jinzhong,XU Yantian,et al.Analysis of GNSS data quality and positioning accuracy of dual-band smart phones[J].Surveying and Mapping Science,2020,45(2):22-28.)
- [2] PAZIEWSKI J,SIERADZKI R,BARYLA R.Signal characterization and assessment of code GNSS positioning with low-power consumption smartphones[J].GPS Solutions,2019,23(4):1-12.
- [3] 史翔.基于智能手机GNSS观测值的连续平滑定位算法[D].武汉:武汉大学,2019.(SHI Xiang.Continuous smoothing positioning algorithm based on GNSS observations of smartphones[D].Wuhan:Wuhan University,2019.)
- [4] REALINI E,CALDERA S,PERTUSINI L,et al.Precise GNSS positioning using smart devices[J].Sensors,2017,17(10):2434.
- [5] ZHANG Xiaohong,TAO Xianlu,ZHU Feng,et al.Quality assessment of GNSS observations from an Android N smartphone and positioning performance analysis using time-differenced filtering approach[J].GPS Solutions,2018,22(3):1-11.
- [6] GENG Jianghui,JIANG Enming,LI Guangcai,et al.An improved hatch filter algorithm towards sub-meter positioning using only android raw GNSS measurements without external augmentation corrections[J].Remote Sensing,2019,11(14):1679.
- [7] SPECHT C,DABROWSKI P S,PAWELSKI J,et al.Comparative analysis of positioning accuracy of GNSS receivers of Samsung Galaxy smartphones in marine dynamic measurements[J].Advances in Space Research,2019,63(9):3018-3028.
- [8] RILEY S,LENTZ W,CLARE A.On the path to precision - observations with android GNSS observables[C]//Proceedings of the 30th International Technical Meeting of the Satellite Division of the Institute of Navigation(ION GNSS+ 2017).Portland,Oregon:[s.n.],2017:25-29.
- [9] LIU Wanke,SHI Xiang,ZHU Feng,et al.Quality analysis of multi-GNSS raw observations and a velocity-aided positioning approach based on smartphones[J].Advances in Space Research,2019,63(8):2358-2377.
- [10] 张楷时,焦文海,李建文.Android智能终端GNSS定位精度分析[J].武汉大学学报(信息科学版),2019,44(10):1472-1477.(ZHANG Kaishi,JIAO Wenhai,LI Jianwen.Analysis of GNSS positioning precision on android smart devices[J].Geomatics and Information Science of Wuhan University,2019,44(10):1472-1477.)
- [11] WARNANT R,VAVYVERE V D,WARNANT Q L.Positioning with single and dual frequency smartphones running Android 7 or later[C]//In Proceedings of the 31st International Technical Meeting of the Satellite Division of The Institute of Navigation(ION GNSS+ 2018).Miami,FL,USA:IEEE,2018:284-303.
- [12] 祝会忠,李军,徐爱功,等.灾害应急环境下智能终端高精度北斗增强定位方法[J].武汉大学学报(信息科学版),2020,45(8):1155-1167.(ZHU Huizhong,LI Jun,XU Aigong,et al.High precision Beidou enhanced positioning method of intelligent terminal in disaster emergency environment[J].Geomatics and Information Science of Wuhan University,2020,45(8):1155-1167.)
- [13] GENG Jianghui,LI Guangcai.On the feasibility of resolving Android GNSS carrier-phase ambiguities[J].Journal of Geodesy,2019,93(12):2621-2635.
- [14] FORTUNATO M,CRITCHLEY-MARROWS J,SIUTKOWSKA M,et al.Enabling high accuracy dynamic applications in urban environments using PPP and RTK on android multi-frequency and multi-GNSS smartphones[C]//2019 European Navigation Conference(ENC).Warsaw,Poland:IEEE,2019:1-9.
- [15] DABOVE P,DI PIETRA V.Single-baseline RTK positioning using dual-frequency GNSS receivers inside smartphones[J].Sensors,2019,19(19):4302.
- [16] 高成发,陈波,刘永胜.Android智能手机GNSS高精度实时动态定位[J].测绘学报,2021,50(1):18-26.(GAO Chengfa,CHEN Bo,LIU Yongsheng.GNSS high-precision real-time dynamic positioning for Android smart phones[J].Acta Geodaetica et Cartographica Sinica,201,50(1):18-26.)
- [17] 郭斐,吴维旺,张小红,等.Android智能手机实时精密单点定位软件实现及精度分析[J].武汉大学学报(信息科学版),2021,46(7):1053-1062.(GUO Fei,WU Weiwang,ZHANG Xiaohong,et al.Realization and precision analysis of real-time precise point positioning with Android smartphones[J].Geomatics and Information Science of Wuhan University,2021,46(7):1053-106.
- [18] WANNINGER L,HE?ELBARTH A.GNSS code and carrier phase observations of a Huawei P30 smartphone:quality assessment and centimeter-accurate positioning[J].GPS Solutions,2020,24(2):1-9.