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Resource allocation in uplink wireless multi-cell OFDMA networks

机译:上行无线多小区OFDMA网络中的资源分配

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We propose resource allocation models for wireless multi-cell orthogonal frequency division multiple access (OFDMA) networks. The models maximize signal to interference noise ratio (SINR) and capacity with SINR produced in an OFDMA network subject to user power and subcarrier assignment constraints. We derive mixed integer programming formulations for the case when maximizing SINR and piecewise linear approximations for the capacity objective. A variable neighborhood search (VNS) metaheuristic is proposed to compute near optimal solutions. Our numerical results indicate that VNS provides near optimal solutions and better feasible solutions than CPLEX and DICOPT solvers in significantly less computational cost.
机译:我们提出用于无线多小区正交频分多址(OFDMA)网络的资源分配模型。这些模型通过在OFDMA网络中产生的SINR受到用户功率和子载波分配约束的影响,使信噪比(SINR)和容量最大化。对于最大化SINR的情况,我们推导了混合整数规划公式;对于容量目标,推导了分段线性逼近。提出了一种可变邻域搜索(VNS)元启发式算法来计算近乎最优的解决方案。我们的数值结果表明,与CPLEX和DICOPT求解器相比,VNS提供了近乎最优的解决方案和更好的可行解决方案,而计算成本却大大降低。

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