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Finding the number of feasible solutions for linear interference alignment problems

机译:寻找线性干扰对准问题的可行解的数目

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In this paper, we study how many different solutions exist for a feasible interference alignment (IA) problem. We focus on linear IA schemes without symbol extensions for the K-user multiple-input multiple-output (MIMO) interference channel. When the IA problem is feasible and the number of variables matches the number of equations in the polynomial system, the number of solutions is known to be finite. Unfortunately, the exact number of solutions is only known for a few particular cases, mainly single-beam MIMO networks. In this paper, we prove that the number of IA solutions is given by an integral formula that can be numerically approximated using Monte Carlo integration methods. More precisely, the number of solutions is the scaled average over a subset of the solution variety (formed by all triplets of channels, precoders and decoders satisfying the IA polynomial equations) of the determinant of certain Hermitian matrix related to the geometry of the problem. Our results can be applied to arbitrary interference MIMO networks, with any number of users, antennas and streams per user.
机译:在本文中,我们研究了针对可行的干扰对准(IA)问题存在多少种不同的解决方案。我们专注于针对K用户多输入多输出(MIMO)干扰信道的无符号扩展的线性IA方案。当IA问题可行并且变量数与多项式系统中的方程数匹配时,已知解数是有限的。不幸的是,仅在少数特定情况下(主要是单波束MIMO网络)才知道解决方案的确切数量。在本文中,我们证明了IA解的数量是由一个积分公式给出的,该积分公式可以使用蒙特卡洛积分方法进行数值近似。更准确地说,解的数量是与问题的几何形状有关的某些Hermitian矩阵的行列式的解种类的子集(由满足IA多项式方程的通道,预编码器和解码器的所有三元组形成)的子集的缩放平均值。我们的结果可以应用于任意数量的用户,天线和每个用户流的任意干扰MIMO网络。

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