The Necessary And Sufficient Condition for Generalized Demixing
Systems and Control
2023-07-19 v1 Optimization and Control
Abstract
Demixing is the problem of identifying multiple structured signals from a superimposed observation. This work analyzes a general framework, based on convex optimization, for solving demixing problems. We present a new solution to determine whether or not a specific convex optimization problem built for generalized demixing is successful. This solution will also bring about the possibility to estimate the probability of success by the approximate kinematic formula.
Cite
@article{arxiv.1503.08286,
title = {The Necessary And Sufficient Condition for Generalized Demixing},
author = {Chun-Yen Kuo and Gang-Xuan Lin and Chun-Shien Lu},
journal= {arXiv preprint arXiv:1503.08286},
year = {2023}
}