Dynamic Mobility Robustness Optimization Based on Individual Weight Function for 5G Networks and Beyond

Ibraheem Shayea, Lida Kouhalvandi, M. Ergen, A. Alhammadi
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引用次数: 1

Abstract

In this paper, a dynamic-mobility robustness optimization (D-MRO) technique has been developed to dynamically estimate handover control parameters (HCPs) settings for each user individually. This technique is operating based on the weight function (WF), which operates as a function of user equipment’s (UE’s) signal to-interference-plus-noise-ratio (SINR), cells’ load, and UE’s mobility speed. To validate the compatibility of the proposed technique over various mobility conditions in the fifth generation (5G) network, the performance of the analytical HCPs estimation technique is compared with other mobility robustness optimization (MRO) techniques from the literature based on a simulation study. The simulation is executed by utilizing MATLAB software, and results are analyzed in terms of handover probability (HOP), handover ping-pong probability (HPPP), and radio link failure (RLF). Simulation results show that the proposed optimization technique contributes significantly in addressing the problem of the existing MRO solutions at various mobile speed scenarios and the presented method outperforms the nominated performances.
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基于个体权函数的5G及以后网络动态移动性鲁棒性优化
本文提出了一种动态迁移鲁棒优化(D-MRO)技术,用于动态估计每个用户的切换控制参数(HCPs)设置。该技术基于权重函数(WF)运行,权重函数是用户设备(UE)的信噪比(SINR)、小区负载和UE移动速度的函数。为了验证所提出的技术在第五代(5G)网络中各种移动条件下的兼容性,基于仿真研究,将分析式HCPs估计技术的性能与文献中其他移动鲁棒性优化(MRO)技术进行了比较。利用MATLAB软件进行仿真,从切换概率(HOP)、切换乒乓概率(HPPP)和无线电链路失效(RLF)三个方面对仿真结果进行分析。仿真结果表明,所提优化技术显著改善了现有MRO方案在各种移动速度场景下存在的问题,且所提方法的性能优于所提方法。
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