Research Article
Distributed Fair Spectrum Assignment for Large-Scale Wireless DSA Networks
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@INPROCEEDINGS{10.1007/978-3-319-24540-9_52, author={Bassem Khalfi and Mahdi Ghorbel and Bechir Hamdaoui and Mohsen Guizani}, title={Distributed Fair Spectrum Assignment for Large-Scale Wireless DSA Networks}, proceedings={Cognitive Radio Oriented Wireless Networks. 10th International Conference, CROWNCOM 2015, Doha, Qatar, April 21--23, 2015, Revised Selected Papers}, proceedings_a={CROWNCOM}, year={2015}, month={10}, keywords={Particle filtering Dynamic spectrum access Distributed spectrum assignment User fairness}, doi={10.1007/978-3-319-24540-9_52} }- Bassem Khalfi
Mahdi Ghorbel
Bechir Hamdaoui
Mohsen Guizani
Year: 2015
Distributed Fair Spectrum Assignment for Large-Scale Wireless DSA Networks
CROWNCOM
Springer
DOI: 10.1007/978-3-319-24540-9_52
Abstract
This paper proposes a distributed and fair resource allocation scheme for large-scale wireless dynamic spectrum access networks based on particle filtering theory. We introduce a proportionally fair global objective function to maximize the total network throughput while ensuring fairness among users. We rely on particle filtering theory to enable distributed access and allocation of spectrum resources without compromising the overall achievable throughput. Through intensive simulation, we show that our proposed approach performs well by achieving high overall throughput while also improving fairness between users.
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