Spatial Reuse in Dense Wireless Areas: A Cross-layer Optimization Approach via ADMM

Autor: Tabrizi, Haleh, Peleato, Borja, Farhadi, Golnaz, Cioffi, John M., Aldabbagh, Ghadah
Rok vydání: 2022
Předmět:
Zdroj: IEEE Transactions on Wireless Communications (Volume: 14, Issue: 12, Dec. 2015, Pages: 7083 - 7095)
Druh dokumentu: Working Paper
DOI: 10.1109/TWC.2015.2464373
Popis: 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.
Databáze: arXiv