Adaptive Hysteresis Margin Based on Fuzzy Logic for Handover in Mobile Networks With Dense Small Cells

IEEE Access

Zdenek Becvar¹  Ketyllen Da Costa Silva²  Carlos Renato Lisboa Frances³ 

[1] , Bel&x00E9;Post-Graduation Program in Electrical Engineering, Federal University of Par&x00E1;m, Brazil;

关键词: Handover;    hysteresis margin;    mobile networks;    small cells;    fuzzy logic;    self-optimization;   

DOI  :  10.1109/ACCESS.2018.2811047

来源: DOAJ

【 摘 要 】

To satisfy requirements on future mobile network, a large number of small cells should be deployed. In such scenario, mobility management becomes a critical issue in order to ensure seamless connectivity with a reasonable overhead. In this paper, we propose a fuzzy logic-based scheme exploiting a user velocity and a radio channel quality to adapt a hysteresis margin for handover decision in a self-optimizing manner. The objective of the proposed algorithm is to reduce a number of redundant handovers and a handover failure ratio while allowing the users to exploit benefits of the dense small cell deployment. Simulation results show that our proposed algorithm efficiently suppresses ping pong effect and keeps it at a negligible level (below 1%) in all investigated scenarios. Moreover, the handover failure ratio and the total number of handovers are notably reduced with respect to existing algorithms, especially in scenario with high number of small cells. In addition, the proposed scheme keeps the time spent by the users connected to the small cells at a similar level as the competitive algorithms. Thus, the benefits of the dense small cell deployment for the users are preserved.

【 授权许可】

Unknown