高质量视频流量预测与模糊逻辑管理

2019 7th International Conference on Future Internet of Things and Cloud (FiCloud) Pub Date : 2019-08-01 DOI:10.1109/FiCloud.2019.00051

I. Dronyuk, O. Fedevych, N. Kryvinska

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引用次数: 4

摘要

提出了一种基于模糊三角数的实时高质量视频流量管理方法。研究了四种类型的高质量视频流量。建立了基于微分方程的交通仿真与预测数学模型。通过ateb函数求解。根据预测结果构造三角模糊数矩阵。该矩阵用于具有服务质量标准的电信网络的最优控制和管理。讨论了交通自相似度的影响。

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High Quality Video Traffic Ateb-Forecasting and Fuzzy Logic Management

The method for real time high quality video traffic management based on the fuzzy triangular numbers is proposed. Four types of high quality video traffic are investigated. The mathematical model for traffic simulation and prediction with differential equations is created. Solution is obtained using Ateb-functions. The triangular fuzzy numbers matrix based on prediction results is constructed. The matrix is used for optimal control and management in telecommunication network with quality of service criteria. Also influence of traffic self-similarity is discussed.

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来源期刊

2019 7th International Conference on Future Internet of Things and Cloud (FiCloud)

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