上游MIMO VDSL中文本对消的Krylov算法

S. M. Zafaruddin, P. Agrawal, S. Prakriya, S. Prasad
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引用次数: 1

摘要

在本文中,我们证明了Krylov子空间技术非常适合于MIMO数字用户线路(DSL)中远端串扰(text)的消除。这些方法利用了信道的特殊特性,在不需要信道反转的情况下,提高了大维DSL信道的计算效率。特别地,我们研究了广义最小残差(GMRES) Krylov迭代接收机的使用,并利用其通过初始化频域均衡器(在每个TP和音调)的输出的迭代来快速收敛到接近正确解的能力。推导了残差的解析表达式,证明了迭代接收机在一次迭代中收敛。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Krylov algorithms for FEXT cancellation in upstream MIMO VDSL
In this paper we show that Krylov subspace techniques are well suited for cancellation of Far End Crosstalk (FEXT) in MIMO Digital Subscriber Lines (DSL). These methods are computationally efficient for large dimensional DSL channel by exploiting special characteristics of the channel without the need of channel inversion. In particular we study the use of Generalized Minimum Residual (GMRES) Krylov iterative receiver, and exploits its ability to converge very rapidly close to the correct solution by initializing the iteration with the output of the Frequency Domain Equalizer (at each TP and tone). Analytical expressions for residuals are derived to demonstrate that the iterative receiver converges in just one iteration.
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