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Joint Multiuser Detection and Optimal Spectrum Balancing for Digital Subscriber Lines
EURASIP Journal on Advances in Signal Processing volume 2006, Article number: 080941 (2006)
Abstract
In a digital subscriber line (DSL) system with strong crosstalk, the detection and cancellation of interference signals have the potential to improve the overall data rate performance. However, as DSL crosstalk channels are highly frequency selective and multiuser detection is suitable only when crosstalk is strong, the set of frequency tones in which multiuser detection may be used must be carefully chosen. Further, this problem of tone selection is highly coupled with the transmit power spectra of both direct and interfering signals, so the optimal solution requires the tone selection problem to be solved jointly with the multiuser spectrum optimization problem. The main idea of this paper is that the above joint optimization may be done efficiently using a dual decomposition technique similar to that of the optimal spectrum balancing algorithm. Simulations show that multiuser detection can increase the bit rate performance in a remotely deployed ADSL environment. Rate improvement is also observed when near-end crosstalk is estimated and cancelled in a VDSL environment with overlapping upstream and downstream frequency bands.
References
Song KB, Chung ST, Ginis G, Cioffi JM: Dynamic spectrum management for next-generation DSL systems. IEEE Communications Magazine 2002, 40(10):101–109. 10.1109/MCOM.2002.1039864
Yu W, Ginis G, Cioffi JM: Distributed multiuser power control for digital subscriber lines. IEEE Journal on Selected Areas in Communications 2002, 20(5):1105–1115. 10.1109/JSAC.2002.1007390
Cendrillon R, Yu W, Moonen M, Verlinden J, Bostoen T: Optimal spectrum balancing for digital subscriber lines. to appear in IEEE Trans. Commun., 2006
Ginis G, Cioffi JM: Vectored transmission for digital subscriber line systems. IEEE Journal on Selected Areas in Communications 2002, 20(5):1085–1104. 10.1109/JSAC.2002.1007389
Yu W, Lui R, Cendrillon R: Dual optimization methods for multiuser orthogonal frequency division multiplex systems. Proc. IEEE Global Telecommunications Conference (GLOBECOM '04), November–December 2004, Dallas, Tex, USA 1: 225–229.
Lui R, Yu W: Low-complexity near-optimal spectrum balancing for digital subscriber lines. to appear in IEEE International Conference on Communications (ICC '05), Seoul, Korea, May 2005
Dai H, Poor HV: Crosstalk mitigation in DMT VDSL with impulse noise. IEEE Transactions on Circuits and SystemsPart I: Fundamental Theory and Applications 2001, 48(10):1205–1213. 10.1109/81.956015
Zeng C, Cioffi JM: Near-end crosstalk mitigation in ADSL systems. IEEE Journal on Selected Areas in Communications 2002, 20(5):949–958. 10.1109/JSAC.2002.1007377
Chung ST, Cioffi JM: The capacity region of frequency-selective Gaussian interference channels under strong interference. Proc. IEEE International Conference on Communications (ICC '03), May 2003, Anchorage, Alaska, USA 4: 2753–2757.
Han TS, Kobayashi K: A new achievable rate region for the interference channel. IEEE Transactions on Information Theory 1981, 27(1):49–60. 10.1109/TIT.1981.1056307
Carleial AB: Interference channels. IEEE Transactions on Information Theory 1978, 24(1):60–70. 10.1109/TIT.1978.1055812
Sjöberg F, Isaksson M, Nilsson R, Ödling P, Wilson SK, Börjesson PO: Zipper: a duplex method for VDSL based on DMT. IEEE Transactions on Communications 1999, 47(8):1245–1252. 10.1109/26.780461
Nilsson R, Sjöberg F, Isaksson M, Cioffi JM, Wilson SK: Autonomous synchronization of a DMT-VDSL system in unbundled networks. IEEE Journal on Selected Areas in Communications 2002, 20(5):1055–1063. 10.1109/JSAC.2002.1007386
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Chan, V.M.K., Yu, W. Joint Multiuser Detection and Optimal Spectrum Balancing for Digital Subscriber Lines. EURASIP J. Adv. Signal Process. 2006, 080941 (2006). https://doi.org/10.1155/ASP/2006/80941
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DOI: https://doi.org/10.1155/ASP/2006/80941