• DocumentCode
    3305861
  • Title

    A fuzzy MADM ranking approach for vertical mobility in next generation hybrid networks

  • Author

    Mehbodniya, Abolfazl ; Kaleem, Faisal ; Yen, K.K. ; Adachi, Fumiyuki

  • Author_Institution
    Tohoku Univ., Sendai, Japan
  • fYear
    2012
  • fDate
    3-5 Oct. 2012
  • Firstpage
    262
  • Lastpage
    267
  • Abstract
    The wireless technologies in a heterogeneous wireless network usually differ in terms of, but not limited to, their offered bandwidths, operating frequencies and costs, coverage areas, and latencies. Currently, no single wireless technology claims to provide cost-effective services, which offers high bandwidths and low latencies to all mobile users in a large coverage area. This is where the need for well-organized vertical handoffs (VHOs) between heterogeneous wireless technologies become evident. This paper presents a new VHO algorithm which takes into account a complete set of system attributes to fulfill two tasks. The first task is to perform the VHO Necessity Estimation (VHONE) utilizing several parallel Fuzzy Logic Controllers (FLCs) with reduced rule sets to estimate the VHO necessity. The second task is the selection of the best network as the target for VHO, where a ranking algorithm is developed based on TOPSIS. Priority Weights for the different system attributes are calculated based on a Fuzzy Analytical Hierarchy Process (FAHP). Later, simulations based on four traffic classes (conversational, streaming, background, and interactive) in the presence of three wireless networks (WLAN, WMAN, and WWAN), are carried out using a comprehensive wireless simulation test-bed that contains all the necessary Radio Resource Management (RRM) modules.
  • Keywords
    analytic hierarchy process; fuzzy control; fuzzy set theory; mobility management (mobile radio); next generation networks; telecommunication control; telecommunication traffic; FAHP; VHO necessity estimation; VHONE; WLAN; WMAN; WWAN; cost-effective services; fuzzy MADM ranking approach; fuzzy analytical hierarchy process; heterogeneous wireless network; mobile users; next generation hybrid networks; parallel FLC; parallel fuzzy logic controllers; vertical mobility; well-organized vertical handoffs; wireless simulation test-bed; wireless technologies; Bandwidth; Fuzzy logic; Measurement; Quality of service; Wireless LAN; Wireless networks; FAHP; Heterogeneous Wireless Networks; Network Access Selection; TOPSIS; Vertical Handoff; WLAN; WMAN; WWAN;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), 2012 4th International Congress on
  • Conference_Location
    St. Petersburg
  • ISSN
    2157-0221
  • Print_ISBN
    978-1-4673-2016-0
  • Type

    conf

  • DOI
    10.1109/ICUMT.2012.6459676
  • Filename
    6459676