A new penalty based algorithm for multi-user Spectrum Balancing in xDSL networks

Alastair McKinley, A. Marshall
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引用次数: 1

Abstract

This work presents a new algorithm for Dynamic Spectrum Management (DSM) in Digital Subscriber Lines. Previous approaches have achieved high performance by attempting to directly solve or approximate the multiuser spectrum optimisation problem. These methods suffer from a high or intractable computational complexity for even a moderate number of DSL lines. A new method is proposed which is a heuristic extension of the single user greedy algorithm applied to the multi-user case. The new algorithm incorporates a novel cost function that penalises crosstalk as well as considering the usefulness of a tone. Simulation results are presented and it is shown that the new method achieves results within a few percent of the optimal solution for a range of scenarios.
一种新的基于惩罚的xDSL多用户频谱均衡算法
提出了一种新的数字用户线路动态频谱管理(DSM)算法。以前的方法通过尝试直接解决或近似多用户频谱优化问题获得了高性能。即使对于中等数量的DSL线路,这些方法的计算复杂性也很高或难以处理。提出了一种新的方法,该方法是单用户贪婪算法的启发式扩展,适用于多用户情况。新算法结合了一种新的代价函数,既可以惩罚串扰,也可以考虑音调的有用性。仿真结果表明,在一系列场景下,新方法的结果与最优解相差不到百分之几。
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