Comparative simulation study of fast heuristics for power control in copper broadband networks
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 prob...
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Veröffentlicht in: | Signal processing 2014-11, Vol.104 (November 2014), p.437-449 |
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Sprache: | eng |
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Zusammenfassung: | 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.
•Low-complexity heuristics for discrete power control.•Comparative simulation of ten heuristics for power control in 30-user DSL networks.•Randomized greedy heuristics perform well under low complexity. |
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ISSN: | 0165-1684 1872-7557 1872-7557 |
DOI: | 10.1016/j.sigpro.2014.05.004 |