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Unstructured linear beamforming design for interference alignment in MIMO cellular networks

机译:MIMO蜂窝网络中干扰对准的非结构化线性波束形成设计

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This paper proposes a linear beamforming strategy for interference alignment in multiple-input multiple-output (MIMO) cellular networks. In particular, we consider a network consisting of G mutually interfering cells with K users/cell, having N antennas at each base station (BS) and M antennas at each user — a (G, K, M, N) network. We develop an unstructured approach to designing linear beamformers for interference alignment where transmit beamformers are designed to satisfy conditions for interference alignment without explicitly identifying the underlying structures for alignment. Specifically, the transmit beamformers in the uplink are required to satisfy a certain number of random linear vector equations in order to constrain the number of dimensions occupied by interference at each BS. The conceptual simplicity and the fact that no customization to a given network is needed makes this method applicable to a broad class of cellular networks. The key observation made in this paper is that such an approach appears to be capable of achieving the optimal DoF for MIMO cellular networks in regimes where linear beamforming dominates asymptotic decomposition-based schemes for interference alignment, and a significant portion of the DoF elsewhere. Remarkably, polynomial identity test plays a key role in identifying the scope and limitations of such a technique.
机译:本文提出了一种用于多输入多输出(MIMO)蜂窝网络中的干扰对准的线性波束形成策略。特别地,我们考虑由与K用户/小区的G相互干扰的单元组成的网络,每个用户的每个基站(BS)和M天线处具有n天线 - a(g,k,m,n)网络。我们开发一种非结构化方法来设计用于干扰对准的线性波束形成器,其中透射波束形成器设计成满足干扰对准的条件而不明确地识别用于对准的底层结构。具体地,上行链路中的发送波束形成器需要满足一定数量的随机线性矢量方程,以便约束在每个BS处被干扰占用的尺寸的数量。概念简单性和不定制对给定网络的事实使得这种方法适用于广泛的蜂窝网络。本文进行的关键观察是,这种方法似乎能够在线性波束形成主导渐近分解的干扰对准方案中的渐近分解的方案以及其他地方的大部分偏移的方案中实现最佳DOF。值得注意的是,多项式身份测试在识别这种技术的范围和限制方面发挥着关键作用。

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