Handover and QoS Control in LTE HetNet Based on Fuzzy Logic Design

Zeinab A. Aboelezz, Hala B. Nafea, F. Zaki
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引用次数: 2

Abstract

In heterogeneous networks (HetNet), the handover is an important process that affects the quality of service (QoS) performance. The decision of handover is the objective rule in the handover process. The main objective of this paper is to propose a fuzzy logic model to calculate the QoS for LTE networks based on handover process. The fuzzy logic model is designed for macro or small cell construction and use Signal to Interference-Noise Ratio (SINR), data rate, load, distance between user and base station, and velocity of user equipment as parameters. To reduce the number of rules in the fuzzy model, the proposed design is arranged as a combination of multi stage fuzzy logic. This will simplify the design for large input parameters, i.e., reduce the design complexity. The new proposed model consists of three stages to calculate the QoS. The design will find its application in VOIP, HTTP, Videos, and Email services. Matlab simulation of the proposed design provided a 100% QoS under the constraints of high throughput, low network delay, low jitter, and low loss rate.
基于模糊逻辑设计的LTE网络切换与QoS控制
在异构网络(HetNet)中,切换是影响服务质量(QoS)性能的重要过程。移交决策是移交过程中的客观规律。本文的主要目的是提出一种基于切换过程的模糊逻辑模型来计算LTE网络的QoS。模糊逻辑模型以信噪比(SINR)、数据速率、负载、用户与基站之间的距离以及用户设备的速度为参数,设计用于宏观或小型小区建设。为了减少模糊模型中的规则数,本文提出的设计采用多阶段模糊逻辑组合的方式。这将简化大输入参数的设计,即降低设计复杂性。该模型分为三个阶段来计算QoS。该设计将在VOIP、HTTP、视频和电子邮件服务中得到应用。该设计的Matlab仿真在高吞吐量、低网络延迟、低抖动和低损失率的约束下,提供了100%的QoS。
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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