Uplink resource allocation algorithms for Single-Carrier FDMA systems

Fatma Sokmen, Tolga Girici
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引用次数: 39

Abstract

We have focused on SC-FDMA based resource allocation in uplink cellular systems. Subchannel and power allocation constraints specific to SC-FDMA are considered. We considered a binary integer programming-based solution recently proposed for weighted sum rate maximization and extended it to different problems. We considered problems such as rate constraint satisfaction with minimum number subchannels and sum-power minimization subject to rate constraints. Besides stating the binary integer programming formulations for these problems, we propose simpler greedy algorithms for the three problems. Numerical evaluations show that the greedy algorithms perform very close to the optimal solution, with much less computation time.
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单载波FDMA系统的上行资源分配算法
我们重点研究了基于SC-FDMA的上行蜂窝系统资源分配。考虑了SC-FDMA特有的子信道和功率分配约束。本文考虑了最近提出的一种基于二进制整数规划的加权和率最大化方法,并将其推广到不同的问题。我们考虑了在最小子通道数条件下速率约束的满足问题和速率约束下的和功率最小化问题。除了给出这三个问题的二进制整数规划公式外,我们还提出了更简单的贪心算法。数值计算表明,贪心算法非常接近最优解,计算时间大大缩短。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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