• DocumentCode
    1283401
  • Title

    Feedback Allocation for OFDMA Systems With Slow Frequency-Domain Scheduling

  • Author

    Ganapathy, Harish ; Banerjee, Siddhartha ; Dimitrov, Nedialko B. ; Caramanis, Constantine

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Texas at Austin, Austin, TX, USA
  • Volume
    60
  • Issue
    12
  • fYear
    2012
  • Firstpage
    6630
  • Lastpage
    6640
  • Abstract
    We study the problem of allocating limited feedback resources across multiple users in an orthogonal-frequency-division-multiple-access downlink system with slow frequency-domain scheduling. Many flavors of slow frequency-domain scheduling (e.g., persistent scheduling, semi-persistent scheduling), that adapt user-sub-band assignments on a slower time-scale, are being considered in standards such as 3GPP Long-Term Evolution. In this paper, we develop a feedback allocation algorithm that operates in conjunction with any arbitrary slow frequency-domain scheduler with the goal of improving the throughput of the system. Given a user-sub-band assignment chosen by the scheduler, the feedback allocation algorithm involves solving a weighted sum-rate maximization at each (slow) scheduling instant. We first develop an optimal dynamic-programming-based algorithm to solve the feedback allocation problem with pseudo-polynomial complexity in the number of users and in the total feedback bit budget. We then propose two approximation algorithms with complexity further reduced, for scenarios where the problem exhibits additional structure.
  • Keywords
    3G mobile communication; Long Term Evolution; OFDM modulation; approximation theory; computational complexity; dynamic programming; feedback; frequency division multiple access; frequency-domain analysis; polynomials; radio links; scheduling; 3GPP long-term evolution; OFDMA systems; approximation algorithms; limited feedback resources allocation; optimal dynamic-programming-based algorithm; orthogonal-frequency-division-multiple-access downlink system; pseudopolynomial complexity; slow frequency-domain scheduling; total feedback bit budget; user-subband assignments; weighted sum-rate maximization; Complexity theory; Frequency domain analysis; Heuristic algorithms; OFDM; Optimization; Resource management; Standards; Convex relaxations; limited feedback; multi-user feedback allocation; random vector quantization; sub-modular functions; throughput-optimal; uplink feedback;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2012.2218243
  • Filename
    6298974