• DocumentCode
    86907
  • Title

    Joint Optimization of Bit and Power Loading for Multicarrier Systems

  • Author

    Bedeer, Ebrahim ; Dobre, Octavia A. ; Ahmed, Mohamed Hossam ; Baddour, Kareem E.

  • Author_Institution
    Fac. of Eng. & Appl. Sci., Memorial Univ., St. John´s, NL, Canada
  • Volume
    2
  • Issue
    4
  • fYear
    2013
  • fDate
    Aug-13
  • Firstpage
    447
  • Lastpage
    450
  • Abstract
    In this letter, a novel low complexity bit and power loading algorithm is formulated for multicarrier communication systems. The proposed algorithm jointly maximizes the throughput and minimizes the transmit power through a weighting coefficient α, while meeting constraints on the target bit error rate (BER) per subcarrier and on the total transmit power. The optimization problem is solved by the Lagrangian multiplier method if the initial α causes the transmit power not to violate the power constraint; otherwise, a bisection search is used to find the appropriate α. Closed-form expressions are derived for the close-to-optimal bit and power allocations per subcarrier, average throughput, and average transmit power. Simulation results illustrate the performance of the proposed algorithm and demonstrate its superiority with respect to existing allocation algorithms. Furthermore, the results show that the performance of the proposed algorithm approaches that of the exhaustive search for the discrete optimal allocations.
  • Keywords
    adaptive modulation; error statistics; optimisation; search problems; Lagrangian multiplier method; adaptive modulation; bisection search; bit error rate; bit loading; close-to-optimal bit allocation; closed-form expression; discrete optimal allocation; joint optimization; multicarrier communication system; optimization problem; power allocation; power loading; weighting coefficient; Adaptive modulation; bit loading; multicarrier systems; multiobjective optimization; power loading;
  • fLanguage
    English
  • Journal_Title
    Wireless Communications Letters, IEEE
  • Publisher
    ieee
  • ISSN
    2162-2337
  • Type

    jour

  • DOI
    10.1109/WCL.2013.052813.130085
  • Filename
    6523042