Title
A message passing approach for resource allocation in cellular OFDMA communications
Abstract
This paper proposes a distributed and low-complexity resource allocation scheme for cellular OFDMA networks. In particular, we consider ReMP, a reweighted message passing algorithm that perturbs the standard max-sum algorithm by suitably reweighting messages. In a single-cell scenario, such a scheme allows to achieve convergence to a fixed and provably optimum point without employing any central controller. The ReMP algorithm is then adapted to a multi-cell environment. To this aim, we devise X-ReMP, a ReMP-based algorithm that combines cross-cell signaling and the regular ReMP routine that still runs within each cell. The cross-signaling among cells aids ReMP to deal with the inter-cell multiple-access interference, so that X-ReMP allows convergence to a good working point in terms of system throughput even in presence of strong inter-cell interference.
Year
DOI
Venue
2012
10.1109/GLOCOM.2012.6503841
GLOBECOM
Keywords
Field
DocType
cellular radio,cross-cell signaling,ofdm modulation,x-remp,cellular ofdma communication,intercell multiple-access interference,frequency division multiple access,remp algorithm,distributed resource allocation,standard max-sum algorithm,interference suppression,message passing,low-complexity resource allocation,reweighted message passing algorithm,multicell environment
Convergence (routing),Control theory,Computer science,Computer network,Real-time computing,Resource allocation,Interference (wave propagation),Throughput,Message passing,Distributed computing
Conference
ISSN
ISBN
Citations 
1930-529X E-ISBN : 978-1-4673-0919-6
978-1-4673-0919-6
1
PageRank 
References 
Authors
0.36
15
4
Name
Order
Citations
PageRank
Andrea Abrardo137647.39
Marco Belleschi212012.39
Gábor Fodor399099.05
Marco Moretti413816.56