Tieding Lu

Accuracy enhancement of GPS time series using principal component analysis and block spatial filtering

Xiaoxing He, Xianghong Hua, Kegen Yu et al. · Advances in Space Research · 2015 · 79 citations

Accuracy Enhancement, Block Spatial Filtering, Engineering +12

GNSS-TS-NRS: An Open-Source MATLAB-Based GNSS Time Series Noise Reduction Software

Xiaoxing He, Kegen Yu, Jean‐Philippe Montillet et al. · Remote Sensing · 2020 · 32 citations · Full text

Engineering, Global Navigation Satellite System, Satellite Processing +22

Interpolation of GNSS Position Time Series Using GBDT, XGBoost, and RF Machine Learning Algorithms and Models Error Analysis

Zhen Li, Tieding Lu, Kegen Yu et al. · Remote Sensing · 2023 · 28 citations · Full text

Engineering, Machine Learning, Global Navigation Satellite System +17

An Improved VMD-LSTM Model for Time-Varying GNSS Time Series Prediction with Temporally Correlated Noise

Hongkang Chen, Tieding Lu, Jiahui Huang et al. · Remote Sensing · 2023 · 27 citations · Full text

Engineering, Machine Learning, Vmd-lstm Model +17

An improved cyclic multi model-eXtreme gradient boosting (CMM-XGBoost) forecasting algorithm on the GNSS vertical time series

Zhen Li, Tieding Lu, Xiaoxing He et al. · Advances in Space Research · 2022 · 24 citations

Intelligent Forecasting, Forecasting Methodology, Probabilistic Forecasting +6