DocumentCode
2324136
Title
An Efficient Search Algorithm for the Lagrange Multipliers of Optimal Spectrum Balancing in Multi-User XDSL Systems
Author
Tsiaflakis, Paschalis ; Vangorp, Jan ; Moonen, Marc ; Verlinden, Jan ; Van Acker, Katleen
Author_Institution
Dept. of Electr. Eng., Katholieke Univ., Leuven
Volume
4
fYear
2006
fDate
14-19 May 2006
Abstract
In modern DSL systems, multi-user crosstalk is a major source of performance degradation. Optimal spectrum balancing (OSB) is a centralized algorithm that optimally allocates the available transmit power over frequencies, thereby mitigating the effect of crosstalk. OSB uses Lagrange multipliers to enforce constraints that are coupled over frequencies. However, finding the optimal Lagrange multipliers can become complex when more than two users are considered. This paper presents a number of properties of the Lagrange multipliers which lead to an efficient search algorithm. Simulations show that the required number of Lagrange multiplier evaluations is independent of the number of users and much smaller compared to the number of evaluations of currently known search algorithms
Keywords
crosstalk; digital subscriber lines; search problems; spectral analysis; Lagrange multipliers; digital subscriber lines; multi-user crosstalk; multi-user xDSL systems; optimal spectrum balancing; search algorithm; Crosstalk; DSL; Degradation; Frequency; Interference; Iterative algorithms; Laboratories; Lagrangian functions; Modems; Radio spectrum management;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
Conference_Location
Toulouse
ISSN
1520-6149
Print_ISBN
1-4244-0469-X
Type
conf
DOI
10.1109/ICASSP.2006.1660915
Filename
1660915
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