Carrier frequencies, holomorphy and unwinding
Numerical Analysis
2016-06-22 v1 Complex Variables
Data Analysis, Statistics and Probability
Abstract
We prove that functions of intrinsic-mode type (a classical models for signals) behave essentially like holomorphic functions: adding a pure carrier frequency ensures that the anti-holomorphic part is much smaller than the holomorphic part This enables us to use techniques from complex analysis, in particular the \textit{unwinding series}. We study its stability and convergence properties and show that the unwinding series can stabilize and show that the unwinding series can provide a high resolution time-frequency representation, which is robust to noise.
Keywords
Cite
@article{arxiv.1606.06475,
title = {Carrier frequencies, holomorphy and unwinding},
author = {Ronald R. Coifman and Stefan Steinerberger and Hau-tieng Wu},
journal= {arXiv preprint arXiv:1606.06475},
year = {2016}
}
Comments
22 pages, 16 figures