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

GNSS time series prediction plays a significant role in monitoring crustal plate motion, landslide detection, and the maintenance of the global coordinate framework. Long short-term memory (LSTM) is a deep learning model that has been widely applied in the field of high-precision time series predict...

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Bibliographic Details

Published in:	Remote Sensing
Main Authors:	Hongkang Chen, Tieding Lu, Jiahui Huang, Xiaoxing He, Kegen Yu, Xiwen Sun, Xiaping Ma, Zhengkai Huang
Format:	Article
Language:	English
Published:	MDPI AG 2023-07-01
Subjects:	GNSS deep learning time series prediction VMD LSTM
Online Access:	https://www.mdpi.com/2072-4292/15/14/3694