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Sum-Rate Maximization with Minimum Power Consumption for MIMO DF Two-Way Relaying: Part II - Network Optimization

机译:mImO DF双向最小功率消耗的和率最大化   中继:第二部分 - 网络优化

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摘要

In Part II of this two-part paper, a sum-rate-maximizing power allocationwith minimum power consumption is found for multiple-input multiple-output(MIMO) decode-and-forward (DF) two-way relaying (TWR) in a network optimizationscenario. In this scenario, the relay and the source nodes jointly optimizetheir power allocation strategies to achieve network optimality. Unlike therelay optimization scenario considered in part I which features low complexitybut does not achieve network optimality, the network-level optimal powerallocation can be achieved in the network optimization scenario at the cost ofhigher complexity. The network optimization problem is considered in two caseseach with several subcases. It is shown that the considered problem, which isoriginally nonconvex, can be transferred into different convex problems for allbut two subcases. For the remaining two subcases, one for each case, it isproved that the optimal strategies for the source nodes and the relay mustsatisfy certain properties. Based on these properties, an algorithm is proposedfor finding the optimal solution. The effect of asymmetry in the number ofantennas, power limits, and channel statistics is also considered. Suchasymmetry is shown to have a negative effect on both the achievable sum-rateand the power allocation efficiency in MIMO DF TWR. Simulation resultsdemonstrate the performance of the proposed algorithm and the effect ofasymmetry in the system.
机译:在这个由两部分组成的论文的第二部分中,找到了一种在无线通信系统中对多输入多输出(MIMO)解码转发(DF)双向中继(TWR)进行总速率最大,功耗最小的分配。网络优化方案。在这种情况下,中继站和源节点共同优化其功率分配策略,以实现网络优化。与第一部分中考虑的底层优化方案(其复杂度较低但无法实现网络最优性)不同,可以在网络优化方案中以较高的复杂性为代价来实现网络级的最佳功率分配。在两种情况下都考虑了网络优化问题,每种情况都有几个子情况。结果表明,对于原本为非凸的所考虑的问题,除了两个子情况外,都可以转化为不同的凸问题。对于其余两个子情况,每种情况一个,证明了源节点和中继的最佳策略必须满足某些属性。基于这些性质,提出了一种寻找最优解的算法。还应考虑不对称对天线数量,功率限制和信道统计的影响。在MIMO DF TWR中,这种不对称性对可实现的总速率和功率分配效率均具有负面影响。仿真结果证明了所提算法的性能以及系统的不对称性。

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