Average-sense joint rate and power allocation algorithm combined with admission control in cognitive radio networks
- Authors
- Shin, W.J.[Shin, W.J.]; Park, K.Y.[Park, K.Y.]; Kim, D.I.[Kim, D.I.]
- Issue Date
- 2009
- Keywords
- Cognitive radio; Geometric programming; OFDMA; Outage probability; Resource allocation; Violation probability
- Citation
- IEEE Vehicular Technology Conference
- Indexed
- SCOPUS
- Journal Title
- IEEE Vehicular Technology Conference
- URI
- https://scholarworks.bwise.kr/skku/handle/2021.sw.skku/79446
- DOI
- 10.1109/VETECS.2009.5073414
- ISSN
- 1550-2252
- Abstract
- In this paper, we investigate a dynamic spectrum sharing problem for centralized uplink cognitive radio networks using orthogonal frequency division multiple access. We formulate average-sense joint rate and power allocation as an optimization problem under quality of service and interference constraints, and suggest admission control to find a feasible solution to the optimization problem. To implement the resource allocation in average sense, we introduce a concept of using the conservative factors and depending on the outage and violation probabilities. Since estimating instantaneous channel gains is costly and requires high complexity, the proposed algorithm pursues a practical and implementation-friendly resource allocation. Simulation results reveal that the proposed average-sense resource allocation incurs a slight loss in system throughput over the instantaneous one, but it achieves the large-scale power adaptation with less sensitivity to variations in shadowing statistics. © 2009 IEEE.
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Collections - Information and Communication Engineering > School of Electronic and Electrical Engineering > 1. Journal Articles
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