Title
A Clustering Approach to Autonomous Spectrum Balancing Using Multiple Reference Lines for DSL
Abstract
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 Huberman1836.15
Christopher Leung2202.74
Tho Le-Ngoc32210237.14