کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
563789 1451963 2014 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Comparative simulation study of fast heuristics for power control in copper broadband networks
ترجمه فارسی عنوان
مطالعه شبیه سازی مقایسه ای از اکتشافی سریع برای کنترل قدرت در شبکه های پهنای باند مس
کلمات کلیدی
خطوط مشترک دیجیتال، کنترل قدرت، متا اکتشافی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
چکیده انگلیسی


• 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.

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.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Signal Processing - Volume 104, November 2014, Pages 437–449
نویسندگان
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