An Exploratory Method for Smooth/Transient Decomposition
Signal Processing
2020-07-15 v2
Abstract
We consider a separation problem where the observation consists of the sum of a high amplitude smooth signal and a low amplitude transient signal. We propose a method for decomposition that relies on solving instances of a `constrained filtering problem', which is posed as a convex minimization problem. We provide a fast algorithm for solving the minimization problem, and demonstrate the effectiveness of the scheme for a vital signs monitoring experiment using radar.
Keywords
Cite
@article{arxiv.2003.02901,
title = {An Exploratory Method for Smooth/Transient Decomposition},
author = {Ilker Bayram},
journal= {arXiv preprint arXiv:2003.02901},
year = {2020}
}