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Lattice Reduction Aided Precoding Design in Downstream G.fast DSL Networks

机译:晶格还原辅助预编码设计在下游G.fast DSL网络中

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摘要

As a non-linear precoding alternative to Tomlinson-Harashima precoding (THP), in this paper, so-called lattice reduction aided precoding (LRP) is considered as a crosstalk precompensation technique for downstream transmission in G.fast DSL networks. First, a practically achievable bit-rate expression for LRP is proposed in function of the precoder and integer matrix. The problem then consists of a joint precoder and integer matrix design in order to maximize the weighted sum-rate (WSR) under per-line power constraints. For a fixed integer matrix, zero-forcing (ZF) precoder matrix design simplifies to gain scaling optimization with complex gain scalars, for which a successive lower bound maximization method is presented. Additionally, it is established that the achievable ZF-LRP sum-rate is upper bounded by the achievable ZF-THP sum-rate at high SNR. For computing the optimal precoder matrix, on the other hand, an efficient method is developed by leveraging on the equivalence between the WSR maximization and the weighted sum of mean squared error (MSE) minimization, leading to a locally-optimal MMSE-LRP solution. Simulations with a measured G.fast cable binder are provided to compare the proposed LRP schemes with THP schemes.
机译:作为Tomlinson-Harashima预编码(THP)的非线性预编码替代方案,本文认为,所谓的晶格还原辅助预编码(LRP)被认为是G.fast DSL网络中下游传输的串扰预补偿技术。首先,在预编码器和整数矩阵的功能中提出了实际实现的LRP的比特率表达式。然后,问题由关节预编码器和整数矩阵设计组成,以便在每线功率约束下最大化加权和速率(WSR)。对于固定的整数矩阵,零强制(ZF)预编码器矩阵设计简化了利用复数增益标量来获得缩放优化,其中提出了连续的下限最大化方法。另外,确定可实现的ZF-LRP SUM率是高SNR可实现的ZF-THP SUM速率的上限。另一方面,为了计算最佳的预编码器矩阵,通过利用WSR最大化与平均平方误差(MSE)最小化的加权和最小化的加权和最小化的等价来开发有效的方法,从而导致局部最佳MMSE-LRP解决方案。使用测量的G.Fast电缆粘合剂进行模拟以将所提出的LRP方案与THP方案进行比较。

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