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FARIMA model based admission control to support QoS service in the networks with WiFi access

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4 Author(s)
Yantai Shu ; Dept. of Comput. Sci., Tianjin Univ. ; Huifang Feng ; Hua Wang ; Maode Ma

Quality of service (QoS) is an important issue to wireless LANs. In this paper, we study FARIMA model-based modeling and prediction in WiFi because FARIMA models have an ability to capture both the long and short-range dependent characteristics of traffic in wireless networks. The performance of the proposed FARIMA models is tested with four real traffic traces. Our experiments show that one-step forecasts based on the FARIMA models are better than those based on ARIMA models. We also propose a prediction-based admission control algorithm for WiFi networks using the FARIMA model. The experimental results show that controlled-load service consistently allows the network to achieve higher utilization than guaranteed service does

Published in:

Mobile Technology, Applications and Systems, 2005 2nd International Conference on

Date of Conference:

15-17 Nov. 2005

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