整数强迫的上行-下行对偶性:有效sinr和迭代优化

Wenbo He, B. Nazer, S. Shamai
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引用次数: 4

摘要

整数强制是最近提出的用于MIMO信道的单用户编码和解码的框架。关键思想是,通过使用适当的嵌套格码本,我们可以确保码字的每个整数线性组合本身就是一个码字。这允许解码器首先从解码器的干扰数据流中消除噪声,然后才对数据流进行求解。在这里,我们从信噪比的角度研究整数强迫框架,并重点关注同时优化波束形成和投影矩阵以及目标整数矩阵的挑战性问题。利用最近关于整数强迫的上行-下行对偶性的研究结果,我们提出了一种迭代算法来选择这些矩阵,并通过仿真研究了它的性能。
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Uplink-downlink duality for integer-forcing: Effective SINRs and iterative optimization
Integer-forcing is a recently proposed framework for single-user encoding and decoding for MIMO channels. The key idea is that, by using appropriate nested lattice codebooks, we can ensure that every integer linear combination of codewords is itself a codeword. This permits the decoder is to first eliminate noise from the interfering data streams at the decoder, and only afterwards solve for the data streams. Here, we examine the integer-forcing framework from a signal-to-interference-and-noise ratio perspective and focus on the challenging problem of simultaneously optimizing the beamforming and projection matrices as well as the targeted integer matrix. Using recent results on uplink-downlink duality for integer-forcing, we propose an iterative algorithm for selecting these matrices and investigate its performance via simulations.
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