文章基本信息

标题：Iterative Receiver Based on SAGE Algorithm for Crosstalk Cancellation in Upstream Vectored VDSL
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作者：S. M. Zafaruddin ; Shankar Prakriya ; Surendra Prasad 等
期刊名称：ISRN Communications and Networking
印刷版ISSN：2090-4355
电子版ISSN：2090-4363
出版年度：2011
卷号：2011
DOI：10.5402/2011/586574
出版社：Hindawi Publishing Corporation
摘要：We propose the use of an iterative receiver based on the Space Alternating Generalized Expectation maximization (SAGE) algorithm for crosstalk cancellation in upstream vectored VDSL. In the absence of alien crosstalk, we show that when initialized with the frequency-domain equalizer (FEQ) output, the far-end crosstalk (FEXT) can be cancelled with no more real-time complexity than the existing linear receivers. In addition, the suggested approach does not require offline computation of the channel inverse and thus reduces the receiver complexity. In the presence of alien crosstalk, there is a significant gap between the rate performance of the linear receivers as compared with the single-user bound (SUB). The proposed receiver is shown to successfully bridge this gap while requiring only a little extracomplexity. Computer simulations are presented to validate the analysis and confirm the performance of the proposed receiver.