• DocumentCode
    1760826
  • Title

    Traffic-Aware Training and Scheduling for MISO Wireless Downlink Systems

  • Author

    Destounis, Apostolos ; Assaad, Mohamad ; Debbah, Merouane ; Sayadi, Bessem

  • Author_Institution
    Centrale-Supelec, Gif-sur-Yvette, France
  • Volume
    61
  • Issue
    5
  • fYear
    2015
  • fDate
    42125
  • Firstpage
    2574
  • Lastpage
    2599
  • Abstract
    In this paper, the problem of feedback and active user selection in multiple-input single-output (MISO) wireless systems such that the system´s stability region is as big as possible is examined. The focus is on a system in a Rayleigh fading environment where zero forcing precoding is used to serve all active users in every slot. Acquisition of the channel states is done via uplink training in time division duplexing mode by the active users. Clearly, only a subset of users can perform uplink training and the selection of this subset is a challenging and interesting problem especially in MISO systems. The stability regions of a baseline centralized scheme and two novel decentralized policies are examined analytically. In the decentralized schemes, the transmitter broadcasts periodically the queue state information and the users contend for the channel in a carrier sense multiple access-based manner with parameters based on the outdated queue state information and real-time channel state information. We show that, using infrequent signaling between the base station and the users, the decentralized policies outperform the centralized policy. In addition, a threshold-based user selection and training scheme for discrete-time contention is proposed. The results of this paper imply that, as far as stability is concerned, the users must be involved in the active user selection and feedback/training decision. This should be leveraged in future communication systems.
  • Keywords
    Rayleigh channels; carrier sense multiple access; precoding; queueing theory; telecommunication scheduling; time division multiplexing; MISO wireless systems; Rayleigh fading environment; active user selection; base station; baseline centralized scheme; carrier sense multiple access-based manner; centralized policy; channel states acquisition; decentralized policies; discrete-time contention; feedback-training decision; multiple-input single-output wireless systems; outdated queue state information; real-time channel state information; stability regions; threshold-based user selection; time division duplexing mode; traffic-aware training; uplink training; zero forcing precoding; Antennas; Channel estimation; Downlink; Stability analysis; Training; Uplink; Vectors; MISO broadcast channel; bursty traffic; stability; zero forcing;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2015.2411607
  • Filename
    7057648