A spatial estimation-based handover management for challenging femtocell deployments

Tugrul M. Mutlu, B. Canberk
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引用次数: 6

Abstract

In next generation cellular systems, femtocell technology has been emerged as one of the leading deployment strategies aiming for a better indoor coverage and “5-bar” signal strength. Although widely studied in the literature, mobility and handover managements in these networks remain as a technical challenge in need of effective solutions. Especially in challenging indoor environments which consist of several walls and other physical obstacles, unnecessary handovers caused by unpredictable path losses are triggered in many situations. In order to manage the misleading handover decisions caused by these challenging topological infrastructures, a spatial estimation can be implemented into the handover algorithm. With this motivation, in this paper, we propose a new handover algorithm based on path loss measurements. To minimize the number of unnecessary handovers not only the measured path loss but also spatially estimated path loss values are considered for handover decision. Since empirical path loss models estimate path loss based on the average measurements, these models may not be suitable for challenging femtocell deployments. In this paper, instead of using empirical path loss models, Kriging interpolation methods are used so as to spatially estimate path loss measurements. The simulation results show that the proposed algorithm can minimize unnecessary handovers and lower the ping-pong handover rate compared with conventional scheme in challenging indoor environments.
一种基于空间估计的切换管理,用于具有挑战性的移动基站部署
在下一代蜂窝系统中,femtocell技术已成为领先的部署策略之一,旨在实现更好的室内覆盖和“5bar”信号强度。尽管在文献中进行了广泛的研究,但这些网络中的移动性和移交管理仍然是一个需要有效解决方案的技术挑战。特别是在具有挑战性的室内环境中,由几面墙和其他物理障碍物组成,在许多情况下,由不可预测的路径损失引起的不必要的切换会被触发。为了管理这些具有挑战性的拓扑结构导致的错误切换决策,可以在切换算法中实现空间估计。基于此,本文提出了一种基于路径损耗测量的切换算法。为了最大限度地减少不必要的切换次数,切换决策不仅要考虑测量的路径损耗,还要考虑空间估计的路径损耗值。由于经验路径损耗模型基于平均测量值来估计路径损耗,因此这些模型可能不适合具有挑战性的飞基站部署。本文不采用经验路径损耗模型,而是采用Kriging插值方法对路径损耗测量值进行空间估计。仿真结果表明,在具有挑战性的室内环境中,与传统方案相比,该算法可以最大限度地减少不必要的切换,降低乒乓切换率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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