English

Topological Interference Management with Adversarial Topology Perturbation: An Algorithmic Perspective

Information Theory 2022-06-09 v2 math.IT

Abstract

In this paper, we consider the topological interference management (TIM) problem in a dynamic setting, where an adversary perturbs network topology to prevent the exploitation of sophisticated coding opportunities (e.g., interference alignment). Focusing on a special class of network topology - chordal networks - we investigate algorithmic aspects of the TIM problem under adversarial topology perturbation. In particular, given the adversarial perturbation with respect to edge insertion/deletion, we propose a dynamic graph coloring algorithm that allows for a constant number of re-coloring updates against each inserted/deleted edge to achieve the information-theoretic optimality. This is a sharp reduction of the general graph re-coloring, whose optimal number of updates scales as the size of the network, thanks to the delicate exploitation of the structural properties of chordal graph classes.

Keywords

Cite

@article{arxiv.2101.12673,
  title  = {Topological Interference Management with Adversarial Topology Perturbation: An Algorithmic Perspective},
  author = {Ya-Chun Liang and Chung-Shou Liao and Xinping Yi},
  journal= {arXiv preprint arXiv:2101.12673},
  year   = {2022}
}
R2 v1 2026-06-23T22:39:41.929Z