2 papers
math.NA2024
A novel algorithm for the decomposition of non-stationary multidimensional and multivariate signals
Roberto Cavassi, Antonio Cicone, Enza Pellegrino +1
The decomposition of a signal is a fundamental tool in many fields of research, including signal processing, geophysics, astrophysics, engineering, medicine, and many more. By brea…
cs.LG2024
IRCNN: An Enhanced Iterative Residual Convolutional Neural Network for Non-stationary Signal Decomposition
Feng Zhou, Antonio Cicone, Haomin Zhou
Time-frequency analysis is an important and challenging task in many applications. Fourier and wavelet analysis are two classic methods that have achieved remarkable success in man…