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Jointly Optimal Channel and Power Assignment for Dual-Hop Multi-Channel Multi-User Relaying

机译:双跳多通道多用户中继的联合最优通道和功率分配

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摘要

We consider the problem of jointly optimizing channel pairing, channel-user assignment, and power allocation, to maximize the weighted sum-rate, in a single-relay cooperative system with multiple channels and multiple users. Common relaying strategies are considered, and transmission power constraints are imposed on both individual transmitters and the aggregate over all transmitters. The joint optimization problem naturally leads to a mixed-integer program. Despite the general expectation that such problems are intractable, we construct an efficient algorithm to find an optimal solution, which incurs computational complexity that is polynomial in the number of channels and the number of users. We further demonstrate through numerical experiments that the jointly optimal solution can significantly improve system performance over its suboptimal alternatives.
机译:我们考虑在具有多个通道和多个用户的单中继协作系统中,联合优化信道配对,信道用户分配和功率分配以最大化加权总和的问题。考虑了通用的中继策略,并且在单个发射机和所有发射机的集合上都施加了发射功率约束。联合优化问题自然导致混合整数程序。尽管人们普遍认为这样的问题是棘手的,但我们构造了一种有效的算法来找到最佳解决方案,这会导致计算复杂性,即通道数和用户数是多项式。我们通过数值实验进一步证明,联合最优解可以大大改善其次优替代方案的系统性能。

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