A DLM-LSTM Framework for North-South Land Deformation Trend Analysis from Low-Cost GPS Sensor Time Series

<div>Flow chart of the proposed dynamic linear model (DLM)-long short-term memory (LSTM) framework. (1) Dynamic linear model using recursive Kalman formula for parameter estimation. (2) Recurrent LSTM networks.</div>

Journal of Sensors

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Figure 1

Figure 1: A DLM-LSTM Framework for North-South Land Deformation Trend Analysis from Low-Cost GPS Sensor Time Series 