Dynamic admission control in hybrid QoS networks with WiFi access |
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摘 要: | Recent developments in the IEEE 802.11 standardizations1] have been successful to offer high-speed data services. Hence, traffic classes (e.g. VoIP or video-conference) with different QoS requirements will be provided in future wireless LANs (WLAN). Sinc…
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收稿时间: | 13 September 2005 |
修稿时间: | 3 April 2006 |
Dynamic admission control in hybrid QoS networks with WiFi access |
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Authors: | SHU Yantai FENG Huifang WANG Hua MA Maode |
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Affiliation: | 1. Department of Computer Science, Tianjin University, Tianjin 300072, China 2. School of Electrical and Electronic Engineering, Nanyang Technological University, Block S.2, Nanyang Avenue, Singapore 639798 |
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Abstract: | Providing quality of service (QoS) guarantees for multimedia applications over Hybrid networks by wired and wireless LANs is rapidly becoming an important issue. In order to protect the high priority traffic flows and improve network performance in a heavy-loaded network, a new dynamic admission control algorithm is proposed in this paper. We firstly propose a method to fit the fractional autoregressive integrated moving average (FARIMA) models to four actual wireless traffic traces and a traffic prediction based on the upper probability limit. Our experiments show that the one-step forecasts based on the FARIMA models are better than those based on autoregressive integrated moving average (ARIMA) models. We also propose a prediction-based admission control algorithm in hybrid QoS networks with WiFi access using the FARIMA models. The com- prehensive simulation experiments are performed to verify the effectiveness of the pro- posed admission control algorithm. |
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Keywords: | FARIMA prediction-based admission control QoS WiFi |
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