Spatial Reuse in Dense Wireless Areas: A Cross-layer Optimization Approach via ADMM
Abstract
This paper introduces an efficient method for communication resource use in dense wireless areas where all nodes must communicate with a common destination node. The proposed method groups nodes based on their \newt{distance from the destination} and creates a structured multi-hop configuration in which each group can relay its neighbor's data. \newt{The large number of active radio nodes and the common direction of communication toward a single destination are exploited to reuse the limited spectrum resources in spatially separated groups}. Spectrum allocation constraints among groups are then embedded in a joint routing and resource allocation framework to optimize the route and amount of resources allocated to each node. \newt{The solution to this problem uses coordination among the lower-layers of the wireless-network protocol stack to outperform conventional approaches where these layers are decoupled. Furthermore, the structure of this problem is exploited to obtain} a semi-distributed optimization algorithm based on the alternating direction method of multipliers (ADMM) where each node can optimize its resources independently based on local channel information.
Keywords
Cite
@article{arxiv.2202.05655,
title = {Spatial Reuse in Dense Wireless Areas: A Cross-layer Optimization Approach via ADMM},
author = {Haleh Tabrizi and Borja Peleato and Golnaz Farhadi and John M. Cioffi and Ghadah Aldabbagh},
journal= {arXiv preprint arXiv:2202.05655},
year = {2022}
}