Abstract | ||
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As a new technology, inter-eNB coordination has been included in LTE-Advanced study items. Moreover, the network architecture in LTE-Advanced system is modified to take into account coordinated transmission. In our study, we explore the problem of jointly optimizing the power level and scheduling of resource blocks for LTE-Advanced network based on orthogonal frequency division multiplexing (OFDM). We propose a distributed optimization scheme based on evolutionary potential games, and in the process of objective function modeling we employ the Lagrangian multiplier method to solve the constraint objective optimization problem. Then particle swarm optimization (PSO) method is adopted to find the optimal power allocation and scheduling for each resource block in the multi-cell framework. Numerical results prove that proposed algorithm notably improves the overall throughput, while user fairness is guaranteed. Importantly, additional computation and communication cost introduced by cross-layer optimization is also evaluated. |
Year | DOI | Venue |
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2011 | 10.1016/j.jnca.2010.12.019 | J. Network and Computer Applications |
Keywords | DocType | Volume |
Power allocation,cross-layer resource allocation scheme,Potential games,LTE-Advanced study item,Lagrangian multiplier method,Particle swarm optimization,LTE-Advanced network,optimization scheme,particle swarm optimization,constraint objective optimization problem,resource block,Inter-cell interference coordination,network architecture,Cross-layer,LTE-Advanced system,cross-layer optimization | Journal | 34 |
Issue | ISSN | Citations |
6 | Journal of Network and Computer Applications | 18 |
PageRank | References | Authors |
0.87 | 12 | 5 |
Name | Order | Citations | PageRank |
---|---|---|---|
Zhaoming Lu | 1 | 168 | 53.12 |
Yan Yang | 2 | 18 | 0.87 |
Xiangming Wen | 3 | 618 | 82.20 |
ying ai ju | 4 | 56 | 5.05 |
Wei Zheng | 5 | 342 | 30.46 |