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Publications:Comparative Simulation Study of Fast Heuristics for Power Control in Copper Broadband Networks
Abstract <p>The data-rate in currently deploy<p>The data-rate in currently deployed multi-carrier digital subscriber line (DSL) communication systems is limited by the interference among copper lines. This interference can be alleviated by multi-user transmit power allocation. Problem decomposition results in a large number of per-subcarrier problems. Our objective is to solve these nonconvex integer per-subcarrier power control problems at low complexity. For this purpose we develop ten combinatorial heuristics and test them by simulation under a small complexity budget in scenarios with tens of DSL users, where optimal solutions are currently intractable. Simulation results lead us to the conclusion that simple randomized greedy heuristics extended by a specific local search perform well despite the stringent complexity restriction. This has implications on multi-user discrete resource allocation algorithms, as these can be designed to jointly optimize transmit power among users even in large-scale scenarios.</p>s even in large-scale scenarios.</p>
Author Martin Wolkerstorfer + , Tomas Nordström +
DOI http://dx.doi.org/10.1016/j.sigpro.2014.05.004  +
Diva http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:715126
Journal Signal Processing  +
PublicationType Journal Paper  +
Publisher Elsevier  +
Title Comparative Simulation Study of Fast Heuristics for Power Control in Copper Broadband Networks  +
Year 2014  +
Has queryThis property is a special property in this wiki. Publications:Comparative Simulation Study of Fast Heuristics for Power Control in Copper Broadband Networks + , Publications:Comparative Simulation Study of Fast Heuristics for Power Control in Copper Broadband Networks + , Publications:Comparative Simulation Study of Fast Heuristics for Power Control in Copper Broadband Networks + , Publications:Comparative Simulation Study of Fast Heuristics for Power Control in Copper Broadband Networks + , Publications:Comparative Simulation Study of Fast Heuristics for Power Control in Copper Broadband Networks + , Publications:Comparative Simulation Study of Fast Heuristics for Power Control in Copper Broadband Networks + , Publications:Comparative Simulation Study of Fast Heuristics for Power Control in Copper Broadband Networks + , Publications:Comparative Simulation Study of Fast Heuristics for Power Control in Copper Broadband Networks + , Publications:Comparative Simulation Study of Fast Heuristics for Power Control in Copper Broadband Networks + , Publications:Comparative Simulation Study of Fast Heuristics for Power Control in Copper Broadband Networks +
Categories Publication  +
Modification dateThis property is a special property in this wiki. 26 June 2014 03:44:31  +
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