• DocumentCode
    2017234
  • Title

    An integrated neuro configuration management approach for hybrid mobile communication networks

  • Author

    El-Said, Mostafa M. ; Kumar, Anup ; Elmaghraby, Adel S.

  • Author_Institution
    CECS Dept., Louisville Univ., KY, USA
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    315
  • Lastpage
    320
  • Abstract
    Hybrid mobile communication is a mixed mode network version of wired and wireless components. Hybrid networks occur in many situations such as a military warfare theatre and extended range commercial cellular networks. This paper proposes an integrated configuration management approach for hybrid communication networks. The issues addressed and resolved by the proposed approach are: (i) an automated configuration management system using a clustering technique, self organizing map (SOM) implemented by neural networks; (ii) a novel network self-healing survivability approach to handle the network failure scenario; (iii) network performance integration in the design and reconfiguration of hybrid networks.
  • Keywords
    cellular radio; military communication; self-organising feature maps; telecommunication computing; telecommunication network management; telecommunication network planning; telecommunication network reliability; battlefield networks; commercial cellular networks; hybrid mobile communication networks; integrated configuration management; military warfare theatre; network failure; network management; network planning; network self-healing survivability; network topology; neural nets clustering; neuro configuration management; self organizing map; Communication networks; Computational modeling; Computer simulation; Intelligent networks; Land mobile radio cellular systems; Mobile communication; Neural networks; Organizing; Spine; Wireless networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers and Communications, 2002. Proceedings. ISCC 2002. Seventh International Symposium on
  • ISSN
    1530-1346
  • Print_ISBN
    0-7695-1671-8
  • Type

    conf

  • DOI
    10.1109/ISCC.2002.1021695
  • Filename
    1021695