Title :
Convex Relaxation Based Low-Complexity Optimal Spectrum Balancing for Multi-User DSL
Author :
Tsiaflakis, P. ; Vangorp, J. ; Moonen, Marc ; Verlinden, J.
Author_Institution :
Dept. of Electr. Eng., Katholieke Univ., Leuven, Heverlee, Belgium
Abstract :
In modern DSL networks, crosstalk between different DSL lines in the same cable bundle is a major source of performance degradation. By balancing the transmit power spectra, also referred to as multi-user power control, the impact of crosstalk can be minimized leading to spectacular performance gains. In this paper a novel low-complexity spectrum balancing algorithm is presented. Its performance is compared to optimal spectrum balancing for multiple-user scenarios and it is seen to yield similar results but with a huge reduction in complexity. Moreover, by the use of a spectrum management center and limited message-passing the algorithm can be executed in a distributed fashion, which is a great asset in current DSL networks.
Keywords :
crosstalk; digital subscriber lines; power control; telecommunication control; telecommunication network management; convex relaxation; crosstalk; low-complexity optimal spectrum balancing; message-passing; multi-user DSL networks; multi-user power control; transmit power spectra; Additive noise; Crosstalk; DSL; Degradation; Frequency; Iterative algorithms; Modems; OFDM modulation; Power control; Radio spectrum management; Digital subscriber lines; MIMO systems; crosstalk; dynamic spectrum management; optimization methods;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
DOI :
10.1109/ICASSP.2007.366544