基于业务感知模糊逻辑的异构无线网络切换决策

M. R. Mou, M. Z. Chowdhury
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引用次数: 8

摘要

随着无线通信技术的发展,无处不在的无线通信网络业务正在迅速增长。当用户从一个小区漫游到另一个小区时,智能决策机制和网络选择对于保持切换期间的服务质量(QoS)至关重要。必须准确做出交接决策,避免出现乒乓效应、角效应、通话阻塞、掉线等不必要的现象。本文考虑了异构网络环境下语音、视频和数据等业务类型及其对模糊逻辑切换决策的QoS要求。服务对用户来说是一个重要的因素,不同的服务需要不同的QoS。本文给出了考虑业务类型的宏蜂窝网络和飞蜂窝网络切换决策的所有情况。针对这些切换决策,提出了使用模糊逻辑的系统模型,该模型考虑了接收信号强度指标(RSSI)、数据速率、用户速度和干扰水平(信噪比加干扰比)等多个输入参数,实现了从飞蜂窝到宏蜂窝、宏蜂窝到飞蜂窝或飞蜂窝到飞蜂窝的切换。根据不同的业务类型,对不同参数的性能进行了分析。
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Service aware fuzzy logic based handover decision in heterogeneous wireless networks
The ubiquitous services of wireless communication networks are growing rapidly by the development of wireless communication technologies. While a user is roaming from one cell to another cell, an intelligent decision mechanism and network selection is extremely crucial to maintain the quality of service (QoS) during handover. Handover decision must be made precisely to avoid any unnecessary phenomenon like ping-pong, corner effect, call blocking, and call dropping etc. This work considered service types like voice, video, and data and their QoS requirements for handover decision using fuzzy logic in heterogeneous network environment. Service is an important factor for the users and particular service requires respective QoS. This paper provides all the cases of handover decisions between macrocell and femtocell networks considering service type. The proposed system models regarding these handover decisions using fuzzy logic considering several input parameters e.g. received signal strength indicator (RSSI), data rate, user's velocity, and interference level (signal-to-noise plus interference ratio) to make handover from femtocell to macrocell, macrocell to femtocell or femtocell to femtocell. The performance of different parameters are shown based on service type are analyzed.
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