• DocumentCode
    1125464
  • Title

    Efficient Batch and Adaptive Approximation Algorithms for Joint Multicast Beamforming and Admission Control

  • Author

    Matskani, Evaggelia ; Sidiropoulos, Nicholas D. ; Luo, Zhi-Quan ; Tassiulas, Leandros

  • Author_Institution
    Dept. of Electron. & Comput. Eng., Tech. Univ. of Crete, Chania, Greece
  • Volume
    57
  • Issue
    12
  • fYear
    2009
  • Firstpage
    4882
  • Lastpage
    4894
  • Abstract
    Wireless multicasting is becoming increasingly important for efficient distribution of streaming media and location-aware services to mobile and hand-held devices, network management, and software updates over cellular (UMTS-LTE) and indoor/outdoor wireless networks (e.g., 802.11/16). Multicast beamforming was recently proposed as a means of exploiting the broadcast nature of the wireless medium to boost spectral efficiency and meet Quality of Service (QoS) requirements. Infeasibility is a key issue in this context, due to power or mutual interference limitations. We therefore consider the joint multicast beamforming and admission control problem for one or more co-channel multicast groups, with the objective of maximizing the number of subscribers served and minimizing the power required to serve them. The problem is NP-hard even for an isolated multicast group and no admission control; but drawing upon our earlier work for the multiuser SDMA downlink, we develop an efficient approximation algorithm that yields good solutions at affordable worst-case complexity. For the special case of an isolated multicast, Lozano proposed a particularly simple adaptive algorithm for implementation in UMTS-LTE. We identify strengths and drawbacks of Lozano´s algorithm, and propose two simple but worthwhile improvements. All algorithms are carefully tested on publicly available indoor/outdoor measured channel data.
  • Keywords
    3G mobile communication; approximation theory; array signal processing; media streaming; multicast communication; multiuser channels; quality of service; space division multiple access; telecommunication congestion control; telecommunication network management; wireless channels; Lozano´s algorithm; QoS; Quality of Service; UMTS-LTE; adaptive approximation algorithms; admission control; batch approximation algorithms; co-channel multicast groups; hand-held devices; indoor/outdoor wireless networks; joint multicast beamforming; location-aware services; mobile devices; multiuser SDMA downlink; mutual interference; network management; space division multiple access; spectral efficiency; streaming media; wireless multicasting; Admission control; E-MBMS; NP-hard; UMTS-LTE; beamforming; convex approximation; multicasting;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2009.2026621
  • Filename
    5153361