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Distributed Assignment and Resource Allocation for Energy Efficiency in MIMO Wireless Networks

机译:MIMO无线网络中提高能效的分布式分配和资源分配

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This paper deals with the problem of distributed resource allocation in multi-carrier MIMO networks, for energy efficiency maximization. The user-subcarrier assignment is jointly allocated together with the user's transmit powers, subject to the constraint that each subcarrier can be used by only one user. To this end, a novel approach is proposed which merges the popular Dinkelbach's algorithm with the framework of distributed auction theory. The resulting algorithm can be implemented in a distributed fashion, with very limited feedback overhead, and is guaranteed to converge to the global optimum of the system energy efficiency, within a predefined threshold which can be chosen arbitrarily small. Numerical results compare the proposed distributed algorithm to the optimal, centralized allocation, showing its merits both in terms of performance and computational complexity.
机译:本文针对多载波MIMO网络中的分布式资源分配问题,以实现能效最大化。用户-子载波分配与用户的发射功率一起共同分配,但要遵守每个子载波只能由一个用户使用的约束。为此,提出了一种新颖的方法,该方法将流行的Dinkelbach算法与分布式拍卖理论的框架相结合。所得算法可以以分布式方式实施,反馈开销非常有限,并且可以保证在预定阈值内收敛至系统能效的全局最优值,该阈值可以任​​意选择。数值结果将提出的分布式算法与最优的集中式分配进行了比较,显示了其在性能和计算复杂性方面的优点。

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