A blind matching algorithm for cognitive radio networks
dc.contributor.author | Hamza, Doha R. | |
dc.contributor.author | Shamma, Jeff S. | |
dc.date.accessioned | 2016-11-03T06:57:07Z | |
dc.date.available | 2016-11-03T06:57:07Z | |
dc.date.issued | 2016-08-15 | |
dc.identifier.citation | Hamza D, Shamma JS (2016) A blind matching algorithm for cognitive radio networks. 2016 IEEE International Symposium on Information Theory (ISIT). Available: http://dx.doi.org/10.1109/ISIT.2016.7541837. | |
dc.identifier.doi | 10.1109/ISIT.2016.7541837 | |
dc.identifier.uri | http://hdl.handle.net/10754/621297 | |
dc.description.abstract | We consider a cognitive radio network where secondary users (SUs) are allowed access time to the spectrum belonging to the primary users (PUs) provided that they relay primary messages. PUs and SUs negotiate over allocations of the secondary power that will be used to relay PU data. We formulate the problem as a generalized assignment market to find an epsilon pairwise stable matching. We propose a distributed blind matching algorithm (BLMA) to produce the pairwise-stable matching plus the associated power allocations. We stipulate a limited information exchange in the network so that agents only calculate their own utilities but no information is available about the utilities of any other users in the network. We establish convergence to epsilon pairwise stable matchings in finite time. Finally we show that our algorithm exhibits a limited degradation in PU utility when compared with the Pareto optimal results attained using perfect information assumptions. © 2016 IEEE. | |
dc.publisher | Institute of Electrical and Electronics Engineers (IEEE) | |
dc.title | A blind matching algorithm for cognitive radio networks | |
dc.type | Conference Paper | |
dc.contributor.department | Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division | |
dc.contributor.department | Electrical Engineering Program | |
dc.identifier.journal | 2016 IEEE International Symposium on Information Theory (ISIT) | |
dc.conference.date | 10 July 2016 through 15 July 2016 | |
dc.conference.name | 2016 IEEE International Symposium on Information Theory, ISIT 2016 | |
dc.contributor.institution | School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, United States | |
kaust.person | Hamza, Doha R. | |
kaust.person | Shamma, Jeff S. | |
dc.date.published-online | 2016-08-15 | |
dc.date.published-print | 2016-07 |
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Conference Papers
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Electrical Engineering Program
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Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division
For more information visit: https://cemse.kaust.edu.sa/