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A feasibility test for linear interference alignment in MIMO channels with constant coefficients

机译:具有恒定系数的MIMO信道中线性干扰对准的可行性测试

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摘要

In this paper, we consider the feasibility of linear interference alignment (IA) for multiple-input multiple-output (MIMO) channels with constant coefficients for any number of users, antennas and streams per user; and propose a polynomialtime test for this problem. Combining algebraic geometry techniques with differential topology ones, we first prove a result that generalizes those previously published on this topic. Specifically, we consider the input set (complex projective space of MIMO interference channels), the output set (precoder and decoder Grassmannians) and the solution set (channels, decoders and precoders satisfying the IA polynomial equations), not only as algebraic sets but also as smooth compact manifolds. Using this mathematical framework, we prove that the linear alignment problem is feasible when the algebraic dimension of the solution variety is larger than or equal to the dimension of the input space and the linear mapping between the tangent spaces of both smooth manifolds given by the first projection is generically surjective. If that mapping is not surjective, then the solution variety projects into the input space in a singular way and the projection is a zero-measure set. This result naturally yields a simple feasibility test, which amounts to checking the rank of a matrix. We also provide an exact arithmetic version of the test, which proves that testing the feasibility of IA for generic MIMO channels belongs to the bounded-error probabilistic polynomial (BPP) complexity class.
机译:在本文中,我们考虑了对于任何数量的用户,天线和每个用户流具有恒定系数的多输入多输出(MIMO)信道进行线性干扰对准(IA)的可行性;并针对此问题提出多项式时间检验。将代数几何技术与微分拓扑技术相结合,我们首先证明了将先前在该主题上发表的那些技术推广化的结果。具体来说,我们将输入集(MIMO干扰通道的复杂投影空间),输出集(预编码器和解码器格拉斯曼式)和解集(满足IA多项式方程的通道,解码器和预编码器)视为代数集,还将其视为作为光滑的紧凑型歧管。使用该数学框架,我们证明了当解变种的代数维数大于或等于输入空间的维数以及第一个给定的两个光滑流形的切线空间之间的线性映射时,线性对准问题是可行的投影通常是推测性的。如果该映射不是排斥性的,则解决方案种类将以单个方式投射到输入空间中,并且该投影是零度量集。这个结果自然会产生一个简单的可行性测试,相当于检查矩阵的等级。我们还提供了该测试的精确算术版本,证明了针对通用MIMO信道测试IA的可行性属于有界误差概率多项式(BPP)复杂度类别。

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