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Interference management for Interference Channels: Performance improvement and lattice techniques

机译:干扰信道的干扰管理:性能改进和网格技术

摘要

This thesis focuses on interference management methods for interference channels, in particular on interference alignment. The aim is to contribute to the understanding of issues such as the performance of the interference alignment scheme and lattice codes for interference channels. Interference alignment is studied from two perspectives. One is the signal space perspective where precoding methods are designed to align the interference in half of the received subspace. Cadambe and Jafar found precoding matrices to achieve the theoretical degrees of freedom. However, using an interference suppression technique over the Cadambe and Jafar scheme, yields poor performance. Thus, in this thesis precoding methods such as singular value decomposition and Tomlinson-Harashima precoding are proposed to improve performance. The second perspective is on the signal scale, where structured codes are used to align interference. For this, lattice codes are suitable. In this research, the problem was initially approached with a many-to-one interference channel. Using lattices, joint maximum-likelihood decoding of the desired signal and the sum of the interference signals is used, and the union bound of the error probability for user 1 is derived, in terms of the theta series. Later, a symmetric interference channel is studied. Jafar built a scheme for every level of interference, where interference was aligned and could be cancelled. In this thesis, Barnes-Wall lattices are used since they have a similar structure to the scheme proposed by Jafar, and it is shown to be possible to improve the performance of the technique using codes constructed with Barnes-Wall lattices. Finally, previous work has found the generalized degrees of freedom for a two-user symmetric interference channel using random codes. Here, we obtain the generalized degrees of freedom for that channel setting using lattice Gaussian distribution.
机译:本文主要研究干扰信道的干扰管理方法,特别是干扰对准。目的是有助于理解诸如干扰对准方案的性能和干扰信道的晶格码之类的问题。从两个角度研究了干扰对准。一种是信号空间观点,其中预编码方法设计为在一半的接收子空间中对齐干扰。 Cadambe和Jafar发现预编码矩阵可以达到理论上的自由度。但是,在Cadambe和Jafar方案上使用干扰抑制技术会产生较差的性能。因此,在本文中,提出了诸如奇异值分解和Tomlinson-Harashima预编码之类的预编码方法,以提高性能。第二个方面是信号规模,其中使用结构化代码来对齐干扰。为此,晶格码是合适的。在这项研究中,问题最初是通过多对一干扰通道解决的。使用格,使用期望信号和干扰信号之和的联合最大似然解码,并根据θ系列推导用户1的错误概率的并界。随后,研究了对称干扰信道。贾法尔针对每个级别的干扰建立了一个方案,在该级别上,干扰已被调整并可以消除。在本文中,使用了Barnes-Wall晶格,因为它们具有与Jafar提出的方案相似的结构,并且表明可以使用由Barnes-Wall晶格构造的代码来提高该技术的性能。最后,先前的工作发现了使用随机码的两用户对称干扰信道的广义自由度。在这里,我们使用格高斯分布获得该通道设置的广义自由度。

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