Title :
Co-operative Alien Noise Cancellation in Upstream VDSL: A New Decision Directed Approach
Author :
Biyani, P. ; Mahadevan, A. ; Prakriya, Shankar ; Duvaut, P. ; Prasad, Santasriya
Author_Institution :
IIIT Delhi, New Delhi, India
Abstract :
Alien noise in the vectored very-high-speed digital subscriber line (VDSL) system is part of the additive noise at the receiver and exhibits strong correlation among users. We present a per-tone co-operative alien noise cancellation (CoMAC) algorithm for the upstream (US) VDSL that can be applied subsequent to any self far-end-crosstalk (FEXT) mitigation strategy. CoMAC operates by predicting the noise seen by a given user based on the error samples from the remaining users. These errors are conveniently obtained after slicing the self-FEXT canceled signal of all the vectored users. We show that if the estimation of these errors is accurate, the proposed alien canceler achieves the Cramer-Rao lower bound (CRLB). In practice, the seamless rate adaptation (SRA) operation, which enables increased bit rate by increasing the bit-loading per-tone, can cause decision errors in any decision directed strategy. We also analyze the impact of these decision errors - an issue not addressed in the literature. We propose a strategy for bit-loading during the SRA operation by formulating a max-min optimization problem and demonstrate a possibility of a guaranteed (minimum) improvement in the per-user rate. Simulations indicate that performance of the algorithm can exceed the minimum value significantly in practical situations.
Keywords :
crosstalk; digital subscriber lines; interference suppression; CoMAC algorithm; Cramer Rao lower bound; FEXT mitigation strategy; SRA operation; additive noise; alien canceler; bit loading per tone; cooperative alien noise cancellation; decision directed approach; decision directed strategy; error samples; far end crosstalk mitigation strategy; guaranteed improvement; max-min optimization problem; per-user rate; seamless rate adaptation operation; upstream VDSL system; very high speed digital subscriber line; Bit error rate; Crosstalk; Noise cancellation; Receivers; Signal to noise ratio; Vectors; DSL; FEXT; LMS; Shannon capacity; adaptive algorithm; alien noise; broadband; vectoring;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2013.053013.120447