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Biobjective Optimization of Radio Access Technology Selection and Resource Allocation in Heterogeneous Wireless Networks

机译:异构无线网络中无线电接入技术选择和资源分配的生物作用优化

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We propose a novel optimization model for resource assignment in heterogeneous wireless network. The model adopts two objective functions maximizing the number of served users and the minimum granted utility at once. A distinctive feature of our new model is to consider two consecutive time slots, in order to include handover as an additional decision dimension. Furthermore, the solution algorithm that we propose refines a heuristic solution approach recently proposed in literature, by considering a real joint optimization of the considered resources. The simulation study shows that the new model leads to a significant reduction in handover frequency, when compared to a traditional scheme based on maximum SNR.
机译:我们提出了一种在异构无线网络中的资源分配新颖优化模型。该模型采用两个目标函数,最大化服务用户的数量和一次最小授予的实用程序。我们新模型的一个独特特征是考虑两个连续的时隙,以便将切换作为额外的决策维度。此外,通过考虑考虑所考虑的资源的真正联合优化,我们提出的解决方案算法最近提出的文献中提出的启发式解决方法。仿真研究表明,与基于最大SNR的传统方案相比,新模型导致切换频率显着降低。

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