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Precoder quantization for interference alignment with limited feedback

机译:具有有限反馈的干扰对齐的预编码量化

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Interference Alignment is a promising technique for achieving higher rates by aligning interference at the receiver. To design such a system, the global channel state information at the transmitter (CSIT) as well as at the receiver is necessary. But in practice, it is hard to obtain this information, therefore, limited feedback is used to provide CSIT or the precoder design information to the transmitter. Conventionally, precoders are quantized at receiver by finding its best match in the codebook using chordal distance and its index is fedback to the transmitter. In this paper, instead of minimizing chordal distance, we propose algorithms with objectives that are derived from subspace alignment method, SINR maximization, or minimization of leakage interference power to measure the “goodness” of quantized vector. These algorithms achieve higher rates for small size codebooks. The rate loss has been analyzed for precoder quantization. We also find less computational intensive solution to find the desired vectors in the codebook. The simulation results show that for small codebooks, significant sumrate gains can be achieved for (2 × 2,1) for 2-6 bits of feedback per user, compared to quantization based on chordal distance, while for large codebooks, the chordal distance based quantization performs better.
机译:干扰对齐是通过在接收器对准干扰实现更高的利率有前途的技术。为了设计这样的系统中,在发射机(CSIT)的全局信道状态信息以及在所述接收器是必要的。但在实践中,这是很难获得此信息,因此,有限的反馈被用于提供CSIT或预编码器设计的信息到发射机。常规地,预编码器是在接收机上使用弦距离在码本中找到其最佳匹配量化和其索引被反馈到发射机。在本文中,代替最小化弦距离,我们提出与从子空间对准方法,SINR最大化,或泄漏的干扰功率以测量量化矢量的“良好”的最小化衍生的目标的算法。这些算法实现对小尺寸的码本率较高。速度损失进行了分析预编码器量化。我们还发现更少的计算密集型解决方案找到码本所需的载体。仿真结果表明,对于小的码本,显著sumrate增益可为(2×2,1),用于为每个用户反馈2-6比特基于弦距离来实现,相对于量化,而对于大的码本,所述弦距离基于量化性能更好。

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