融合机器学习和非线性自适应滤波的地球自转参数预报方法研究

41874032
2018
D0402.卫星大地测量学
徐天河
面上项目
教授
山东大学
63万元
地球自转参数;奇异谱分析;非线性自适应滤波;机器学习;多尺度小波分解
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Detecting coastal ocean mass variations with GRACE mascons 期刊论文 Mu Dapeng;Xu Tianhe;Xu Guochang
2 An investigation of mass changes in the Bohai Sea observed by GRACE 期刊论文 Dapeng Mu;Tianhe Xu;Guochang Xu
3 Analysis on the differences between EOP 08C04 and EOP 14C04 related to the Earth rotation characteristics 期刊论文 Zhangzhen Sun;Tianhe Xu;Shi'e Zhou;Nan Jiang;Chunhua Jiang;Yuguo Yang
4 A parallel equivalence algorithm based on MPI for GNSS data processing 期刊论文 Jiang Chunhua;Xu Tianhe;Du Yujun;Sun Zhangzhen;Xu Guochang
5 Optimal Walker Constellation Design of LEO-Based Global Navigation and Augmentation System 期刊论文 Meiqian Guan;Tianhe Xu;Fan Gao;Wenfeng Nie;Honglei Yang
6 Evaluation of Precipitable Water Vapor from Five Reanalysis Products with Ground-Based GNSS Observations 期刊论文 Shuaimin Wang;Tianhe Xu;Wenfeng Nie;Chunhua Jiang;Yuguo Yang;Zhenlong Fang;Mowen Li;Zhen Zhang
7 山东大学优秀博士学位论文指导教师奖 奖励 许国昌;徐天河
8 Application of BDS-3 PPP-B2b Signal of Service in the Measurement of Vertical Deviation 会议论文 Lei Ren;Tianhe Xu;Yuguo Yang;Dongdong An
9 中国卫星导航定位协会优秀博士学位论文指导教师奖 奖励 许国昌;徐天河
10 Underwater acoustic positioning based on the robust zero-difference Kalman filter 期刊论文 Junting Wang;Tianhe Xu;Bingsheng Zhang;Wenfeng Nie
11 Multi-GNSS precise orbit positioning for airborne gravimetry over Antarctica 期刊论文 Li Min;Xu Tianhe;Lu Biao;He Kaifei
12 Assessment of Different Stochastic Models for Inter-System Bias between GPS and BDS 期刊论文 Jiang Nan;Xu Tianhe;Xu Yan;Xu Guochang;Schuh Harald
13 一种基于GPU的大规模GNSS数据处理方法 专利 徐天河;蒋春华;江楠
14 An enhanced prediction model for BDS ultra-rapid clock offset that combines singular spectrum analysis, robust estimation and gray model 期刊论文 Huijie Xue;Tianhe Xu;Wenfeng Nie;Yuguo Yang;Qingsong Ai
15 LEO-constellation-augmented multi-GNSS real-time PPP for rapid re-convergence in harsh environments 期刊论文 Min Li;Tianhe Xu;Meiqian Guan;Fan Gao;Nan Jiang
16 The Construction of Sound Speed Field Based on Back Propagation Neural Network in the Global Ocean 期刊论文 Junting Wang;Tianhe Xu;Wenfeng Nie;Xiaokang Yu
17 Detecting and Repairing Inter-system Bias Jumps with Satellite Clock Preprocessing 期刊论文 Nan Jiang;Tianhe Xu;Yan Xu;Guochang Xu;Harald Schuh
18 一种GNSS超快速钟差预报方法 专利 徐天河;薛慧杰;孙张振;江楠;艾青松
19 山东大学优秀硕士学位论文指导教师奖 奖励 徐天河
20 高精度地球定向参数测定及预报关键技术 奖励 王潜心;徐天河;曾安敏;薛树强;刘志平;胡超;孙张振;杨旭;闵杨海;王志文;杨红雷;李萌萌;张军杰;毛亚;何义磊
21 A simplified processing algorithm for multi-baseline RTK positioning in urban environments 期刊论文 Jian Wang;Tianhe Xu;Wenfeng Nie;Guochang Xu
22 Improved Arctic Ocean Mass Variability Inferred from Time-Variable Gravity with Constraints and Dual Leakage Correction 期刊论文 Mu Dapeng;Xu Tianhe;Xu Guochang
23 GLONASS precise orbit determination based on L-band and SLR data 期刊论文 Honglei Yang;Tianhe Xu;Wenfeng Nie;Zhenlong Fang;Min Li;Meiqian Guan
24 顾及气象数据的中国区域对流层延迟RBF神经网络优化模型 期刊论文 徐天河;李耸;王帅民;江楠
25 A shipborne experiment using a dual-antenna reflectometry system for GPS/BDS code delaymeasurements 期刊论文 Fan Gao;Tianhe Xu;Nazi Wang;Xiaowen Luo
26 An improved prediction algorithm for Earth's polar motion with considering the retrograde annual and semi-annual wobbles based on least squares and autoregressive model 期刊论文 Sun Zhangzhen;Xu Tianhe;Jiang Chunhua;Yang Yuguo;Jiang Nan
27 Earth rotation parameters from GPS and BDS: Contributions from MEO and IGSO satellites 期刊论文 Zhenlong Fang;Tianhe Xu;Wenfeng Nie;Yuguo Yang;Min Li
28 BDS Orbit Determination with Combined GNSS and SLR Observations 会议论文 Tianhe Xu;Honglei Yang;Wenfeng Nie
29 GPS/BDS RTK Positioning Based on Equivalence Principle Using Multiple Reference Stations 期刊论文 Jian Wang;Tianhe Xu;Wenfeng Nie;Guochang Xu
30 Earth orientation parameters prediction based on the hybrid SSA + LS + SVM model 期刊论文 Yuguo Yang;Wenfeng Nie;Tianhe Xu;Zhenlong Fang;Huijie Xue;Zhangzhen Sun
31 宝钢优秀教师奖 奖励 徐天河
32 Multi-GNSS Kinematic Relative Positioning of Multiple Base Stations and Its Application in Deformation Monitoring 会议论文 Honglin Tang;Tianhe Xu
33 Precise Orbit Determination of BDS-2 and BDS-3 Using SLR 期刊论文 Honglei Yang;Tianhe Xu;Wenfeng Nie;Fan Gao;Meiqian Guan
34 Evaluation of Zenith Tropospheric Delay Derived from ERA5 Data over China Using GNSS Observations 期刊论文 Chunhua Jiang;Tianhe Xu;Shuaimin Wang;Wenfeng Nie;Zhangzhen Sun
35 一种基于SLR的BDS卫星轨道近实时检核服务系统 专利 徐天河;杨红雷;聂文峰;江楠
36 Zenith Troposphere Delay Prediction based on BP Neural Network and Least Squares Support Vector Machine 会议论文 Tianhe Xu;Song Li;Nan Jiang
37 山东省优秀硕士学位论文指导教师奖 奖励 徐天河
38 山东省优秀博士学位论文指导教师奖 奖励 许国昌;徐天河
39 LEO-Constellation-Augmented BDS Precise Orbit Determination Considering Spaceborne Observational Errors 期刊论文 Min Li;Tianhe Xu;Haibo Ge;Meiqian Guan;Honglei Yang;Zhenlong Fang;Fan Gao
40 Middle- and Long-Term UT1-UTC Prediction Based on Constrained Polynomial Curve Fitting, Weighted Least Squares and Autoregressive Combination Model 期刊论文 Yuguo Yang;Tianhe Xu;Zhangzhen Sun;Wenfeng Nie;Zhenlong Fang
41 SLR validation and evaluation on BDS precise orbits from 2013 to 2018 期刊论文 Yang Honglei;Xu Tianhe;Nie Wenfeng;Gao Fan;Guan Meigian
42 Correction of precession-nutation and polar motion in analytical solutions of satellite equations of motion 期刊论文 Du Yujun;Zhang Fangzhao;Xu Tianhe;Gao Fan;Xu Guochang
43 Adaptive Robust Unscented Kalman Filter for AUV Acoustic Navigation 期刊论文 Junting Wang;Tianhe Xu;Zhengjie Wang
44 Forecasting GNSS Zenith Troposphere Delay by Improving GPT3 Model with Machine Learning in Antarctica 期刊论文 Song Li;Tianhe Xu;Yan Xu;Nan Jiang;Luísa Bastos
45 Establishment of atmospheric weighted mean temperature model in the polar regions 期刊论文 Shuaimin Wang;Tianhe Xu;Wenfeng Nie;Jian Wang;Guochang Xu
46 第十九届夏坚白测绘事业创业与科技创新奖 奖励 徐天河
47 Tropospheric Delay Modeling Based on Multi-source Data Fusion and Machine Learning Algorithms 会议论文 Song Li;Tianhe Xu;Nan Jiang
48 Helmert Variance Component Estimation for Multi-GNSS Relative Positioning 期刊论文 Li Mowen;Nie Wenfeng;Xu Tianhe;Rovira-Garcia Adria;Fang Zhenlong;Xu Guochang
49 山东大学优秀教师奖 奖励 徐天河
50 A new algorithm for a multi-baseline solution based on the equivalence principle 期刊论文 Jian Wang;Tianhe Xu;Wenfeng Nie;Guochang Xu
51 Improving the Performance of Multi-GNSS (Global Navigation Satellite System) Ambiguity Fixing for Airborne Kinematic Positioning over Antarctica 期刊论文 Li Min;Xu Tianhe;Flechtner Frank;Foerste Christoph;Lu Biao;He Kaifei
52 Regional Zenith Tropospheric Delay Modeling Based on Least Squares Support Vector Machine Using GNSS and ERA5 Data 期刊论文 Song Li;Tianhe Xu;Nan Jiang;Honglei Yang;Shuaimin Wang;Zhen Zhang
53 Sound Velocity Profile Prediction Method Based on RBF Neural Network 会议论文 Xiaokang Yu;Tianhe Xu;Junting Wang
54 一种基于深度学习的全球对流层延迟建模方法 专利 徐天河;王帅民;聂文峰;江楠
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