Short-Term Prediction of Vertical Deformation in Tidal Flat Terrains Based on PSO-VMD-LSTM - Zhou, Qixiao; Ge, Yongqiang; Zhou, Peng; Ge, Han; Wang, Yuhong; Chen, Jiawang; Mei, Deqing (IEEE transactions on instrumentation and measurement, 2024)
Keywords: Algorithms; Correlation; Correlation coefficients; Data acquisition; Data models; Decomposition; Deformation; Deformation effects; Emergency warning programs; Fast Fourier transformations; Feature recognition; Fourier transforms; Machine learning; Microelectromechanical systems; Monitoring; Neural networks; Noise prediction; Particle swarm optimization; prediction; Predictive models; Root-mean-square errors; Sensor arrays; terrain deformation; Tidal flats; Tides; variational mode decomposition (VMD); vertical deformation (VD)