• DocumentCode
    645248
  • Title

    A user-pairing based resource allocation scheme for a large number of devices in M2M communications

  • Author

    Inkyu Bang ; Kab Seok Ko ; Dan Keun Sung

  • Author_Institution
    Dept. of Electr. Eng., KAIST, Daejeon, South Korea
  • fYear
    2013
  • fDate
    8-11 Sept. 2013
  • Firstpage
    1554
  • Lastpage
    1558
  • Abstract
    Machine-to-machine (M2M) communications exhibit quite different characteristics, compared with human-to-human (H2H) communications. Since the number of M2M devices is much larger than that of users for H2H communications, it may cause a shortage problem of radio resources if we do not consider an efficient radio resource management scheme. In this paper, we propose an efficient resource allocation scheme to support a large number of M2M devices in the network. First, we investigate the tradeoff relationship between a non-orthogonal resource allocation scheme based on user-pairing and an orthogonal resource allocation scheme by considering pilot overhead in resource usage. Second, we set up an optimization problem for minimizing the amount of allocated resources for a large number of devices in the network. Finally, we propose a user-pairing based resource allocation algorithm. When the number of devices is 500 and the average SNR is set to 10 dB, our proposed suboptimal minimum resource allocation (SMRA) scheme reduces the total required number of resource blocks by 29% and 28%, compared with the orthogonal resource allocation (ORA) scheme and the random user-pairing based resource allocation (RUPRA) scheme, respectively.
  • Keywords
    cellular radio; mobility management (mobile radio); resource allocation; H2H communications; M2M communications; ORA scheme; RUPRA scheme; SMRA scheme; cellular systems; human-to-human communications; machine-to-machine communications; nonorthogonal resource allocation scheme; orthogonal resource allocation; pilot overhead; radio resource management scheme; radio resources; random user-pairing based resource allocation scheme; suboptimal minimum resource allocation; Complexity theory; Indexes; Optimization; Resource management; Signal to noise ratio; Symmetric matrices; Uplink; M2M; MTC; a large number of devices; assignment problem; optimization; pilot overhead; resource allocation;
  • 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.2013.6666389
  • Filename
    6666389