• 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