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Optimized Resource Management in Heterogeneous Wireless Networks

机译:异构无线网络中的优化资源管理

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摘要

The dense and pervasive deployment of wireless small cells can boost the performance of existing macrocellular networks; however, it poses significant challenges pertaining to the cross-tier interference management. In this letter, the downlink resource allocation problem for an underlay small cell network is studied. In this network, the protection of the macrocell tier is achieved by imposing cross-tier interference constraints in the resource allocation problem. To solve the underlying mixed-integer resource allocation problem, we propose two different algorithms. The first algorithm is developed by applying the duality-based optimization approach for the relaxed problem, which enables distributed implementation. The second distributed algorithm, which enables coordination is devised based on matching theory. Simulation results show that the proposed duality-based algorithm outperforms the greedy approach by 4% in terms of sum-rate whereas the matching-based algorithm with tier-coordination yields performance gains up to 17% compared with the duality-based approach.
机译:无线小型小区的密集和普遍部署可以提高现有宏蜂窝网络的性能。然而,这带来了与跨层干扰管理有关的重大挑战。本文研究了底层小型小区网络的下行资源分配问题。在该网络中,通过在资源分配问题中施加跨层干扰约束来实现对宏小区层的保护。为了解决底层的混合整数资源分配问题,我们提出了两种不同的算法。通过对松弛问题应用基于对偶性的优化方法来开发第一个算法,从而实现分布式实现。基于匹配理论设计了第二种分布式算法,实现了协调。仿真结果表明,所提出的基于对偶性的算法在求和率方面比贪婪方法高出4%,而与基于对偶性的方法相比,具有层级协调的基于匹配的算法可将性能提高高达17%。

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