电信线路
副载波
计算机科学
资源配置
服务质量
数学优化
蜂窝网络
最优化问题
基站
整数规划
资源管理(计算)
计算机网络
分布式计算
算法
正交频分复用
数学
频道(广播)
作者
Caihong Kai,Lei Xu,Jiaojiao Zhang,Min Peng
标识
DOI:10.1109/wcsp.2018.8555896
摘要
Device-to-device (D2D) communication is a promising technique to improve the spectral efficiency of cellular networks. In this paper, we investigate the joint uplink and downlink resource allocation problem to maximize the sum data rate of the system while guaranting the quality of service (QoS) for both cellular user equipments (CUEs) and D2D user equipments (DUEs). In particular, we jointly consider both the uplink and downlink subcarrier resources for DUEs to reuse and formulate the optimization problem as a mixed integer nonlinear programming problem (MINLP) which is generally NP-hard. To make the problem tractable, a two-step scheme is proposed. First, the optimal power allocation is formulated as a non-linear programming problem and the optimal solution is achieved by searching among a finite set. Then, a maximum weight bipartite matching scheme is developed to select the best subcarrier for each DUE. Simulation results show that our proposed algorithm can significantly improve the system performance.
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