• DocumentCode
    645246
  • Title

    Proactive storage at caching-enable base stations in cellular networks

  • Author

    Jingxiong Gu ; Wei Wang ; Aiping Huang ; Hangguan Shan

  • Author_Institution
    Dept. of Inf. Sci. & Electron. Eng., Zhejiang Univ., Hangzhou, China
  • fYear
    2013
  • fDate
    8-11 Sept. 2013
  • Firstpage
    1543
  • Lastpage
    1547
  • Abstract
    In cellular networks, the proactive storage at caching-enable BSs is an efficient way to reduce traffic load of backhaul links. In this paper, we investigate the storage allocation problem with network coding. By decomposing the NP-hard problem, we propose a low-complexity storage allocation to solve two subproblems in an iterative way. Combining a heuristic initial allocation scheme and the iterative process, we can obtain the storage allocation result very close to the optimal solution. The convergence of the proposed algorithm is proved and its computation complexity is analyzed. The simulation results evaluate the performance of the proposed algorithm, which has graceful performance degradation on total storage with much lower complexity.
  • Keywords
    cache storage; cellular radio; computational complexity; heuristic programming; iterative methods; network coding; telecommunication traffic; NP-hard problem; backhaul links; caching-enable BSs; caching-enable base stations; cellular networks; computational complexity; heuristic initial allocation scheme; iterative process; low-complexity storage allocation; network coding; proactive storage; traffic load reduction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Personal Indoor and Mobile Radio Communications (PIMRC), 2013 IEEE 24th International Symposium on
  • Conference_Location
    London
  • ISSN
    2166-9570
  • Type

    conf

  • DOI
    10.1109/PIMRC.2013.6666387
  • Filename
    6666387