Weighted MMSE Tomlinson-Harashima Precoding for G.fast

Recently, ITU finished its standard for G.fast, utilized in so called fiber-to-the-distribution-point (FTTdp) networks, where only the last meters from the fiber link to the customer are bridged by existing copper wires. The target is to increase the data rate over the short copper link up to 1 Gbit/s, which is an increase by the factor of ten compared to VDSL2, by extending the frequency band up to 212 MHz. At higher frequencies, the crosstalk between the lines is amplified, which makes crosstalk management essential to obtain the targeted data rates. Tomlinson-Harashima Precoding (THP) is a non-linear precoding technique, which is considered for the 212 MHz G.fast systems. Up to now, linear zero-forcing (ZF) and weighted minimum mean-square-error (WMMSE) precoding, as well as ZF THP, have been investigated for G.fast. In this paper, we show how WMMSE THP can be utilized in this scenario. We show that WMMSE THP outperforms ZF THP in terms of achievable rate in large systems. However, we see that the rate gain is not significant, although the WMMSE THP solution almost achieves the channel capacity.

[1]  John M. Cioffi,et al.  Weighted sum-rate maximization using weighted MMSE for MIMO-BC beamforming design , 2008, IEEE Trans. Wirel. Commun..

[2]  Wolfgang Utschick,et al.  On the MSE-Duality of the Broadcast Channel and the Multiple Access Channel , 2009, IEEE Transactions on Signal Processing.

[3]  Wolfgang Utschick,et al.  Zero-Forcing and MMSE Precoding for G.fast , 2014, 2015 IEEE Global Communications Conference (GLOBECOM).

[4]  Luc Vandendorpe,et al.  Weighted sum rate optimization for downlink multiuser MIMO systems with per antenna power constraint: Downlink-uplink duality approach , 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[5]  J. Cioffi,et al.  Achievable rates for Tomlinson-Harashima precoding , 1995, Proceedings of 1995 IEEE International Symposium on Information Theory.

[6]  Gerhard Bauch,et al.  Cholesky Factorization With Symmetric Permutation Applied to Detecting and Precoding Spatially Multiplexed Data Streams , 2007, IEEE Transactions on Signal Processing.

[7]  Wolfgang Utschick,et al.  Wideband modeling of twisted-pair cables for MIMO applications , 2013, 2013 IEEE Global Communications Conference (GLOBECOM).

[8]  John M. Cioffi,et al.  Vectored transmission for digital subscriber line systems , 2002, IEEE J. Sel. Areas Commun..

[9]  Marc Moonen,et al.  A Near-Optimal Linear Crosstalk Precoder for Downstream VDSL , 2007, IEEE Transactions on Communications.

[10]  Paschalis Tsiaflakis,et al.  Novel bitloading algorithms for coded G.fast DSL transmission with linear and nonlinear precoding , 2015, 2015 IEEE International Conference on Communications (ICC).

[11]  M. Moonen,et al.  Linear and Nonlinear Precoding Based Dynamic Spectrum Management for Downstream Vectored G.fast Transmission , 2017, 2015 IEEE Global Communications Conference (GLOBECOM).

[12]  Robert F. H. Fischer,et al.  Precoding and Signal Shaping for Digital Transmission , 2002 .

[13]  Johannes Brehmer,et al.  Finite-Length MMSE Tomlinson–Harashima Precoding for Frequency Selective Vector Channels , 2007, IEEE Transactions on Signal Processing.

[14]  Carl J. Nuzman,et al.  G.fast: evolving the copper access network , 2013, IEEE Communications Magazine.

[15]  Stefan Höst,et al.  Optimizing power normalization for G.fast linear precoder by linear programming , 2014, 2014 IEEE International Conference on Communications (ICC).