Title | ||
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A Clustering Approach to Autonomous Spectrum Balancing Using Multiple Reference Lines for DSL |
Abstract | ||
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Crosstalk is the limiting factor of performance in Digital Subscriber Line systems. The use of Dynamic Spectrum Management (DSM) can reduce the effects of crosstalk. For DSM algorithms, there is an important trade-off between the complexity of an algorithm and its performance. This paper introduces a method of applying cluster theory to Autonomous Spectrum Balancing using Multiple Reference Lines in order to gain a favorable trade-off more consistently. It is shown that the achievable performance is very close to that of existing state-of-the-art DSM algorithms, while requiring significantly fewer time-consuming interference measurements. |
Year | DOI | Venue |
---|---|---|
2011 | 10.1109/GLOCOM.2011.6133937 | Global Telecommunications Conference |
Keywords | Field | DocType |
crosstalk,digital subscriber lines,pattern clustering,DSL,autonomous spectrum balancing,cluster theory,clustering approach,crosstalk,digital subscriber line systems,dynamic spectrum management,multiple reference lines | Approximation algorithm,Dynamic spectrum management,Crosstalk,Computer science,Digital subscriber line,Pattern clustering,Limiting factor,Interference (wave propagation),Cluster analysis,Distributed computing | Conference |
ISSN | ISBN | Citations |
1930-529X E-ISBN : 978-1-4244-9267-1 | 978-1-4244-9267-1 | 1 |
PageRank | References | Authors |
0.40 | 5 | 3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Sean Huberman | 1 | 83 | 6.15 |
Christopher Leung | 2 | 20 | 2.74 |
Tho Le-Ngoc | 3 | 2210 | 237.14 |