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Self-tuning Handover Algorithm Based on Fuzzy Logic in Mobile Networks with Dense Small Cells

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F18%3A00317597" target="_blank" >RIV/68407700:21230/18:00317597 - isvavai.cz</a>

  • Result on the web

    <a href="http://dx.doi.org/10.1109/WCNC.2018.8376964" target="_blank" >http://dx.doi.org/10.1109/WCNC.2018.8376964</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1109/WCNC.2018.8376964" target="_blank" >10.1109/WCNC.2018.8376964</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Self-tuning Handover Algorithm Based on Fuzzy Logic in Mobile Networks with Dense Small Cells

  • Original language description

    Cellular networks are undergoing a major shift in their deployment and optimization. New infrastructure elements, such as small base stations, are being massively deployed, thus making future 5G cellular systems and networks heterogeneous. In order to operate successfully in a dense deployment, the small cells should have efficient self-organizing capabilities to intelligently adapt themselves to the neighborhood. In this paper, we introduce a novel handover algorithm targeting to reduce an amount of ping pong handovers and a handover failure ratio. The novel handover integrates a channel quality and UE’s velocity into a derivation of a new fuzzy logic-based threshold that is exploited for handover decision. Simulation results show that the proposed algorithm efficiently suppresses ping pong effect comparing to competitive algorithms and keeps it at negligible level (below 1%). At the same time, handover failure ratio is also reduced comparing to the competitive algorithms.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    20201 - Electrical and electronic engineering

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2018

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    IEEE Wireless Communications and Networking Conference

  • ISBN

    978-1-5386-1734-2

  • ISSN

    1525-3511

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

    1-6

  • Publisher name

    IEEE

  • Place of publication

    Piscataway, NJ

  • Event location

    Barcelona

  • Event date

    Apr 15, 2018

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article

    000435542400018