An admission control scheme based on online measurement for VBR video streams over wireless home networks

被引:9
作者
Tseng, Yi-Hsien [1 ]
Wu, Eric Hsiao-Kuang [2 ]
Chen, Gen-Huey [1 ]
机构
[1] Natl Taiwan Univ, Dept Comp Sci & Informat Engn, Taipei 10764, Taiwan
[2] Natl Cent Univ, Dept Comp Sci & Informat Engn, Chungli 32054, Taiwan
关键词
admission control; effective bandwidth; Kalman filter; lognormal distribution; QoS;
D O I
10.1109/TMM.2008.917423
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents an online measurement-based admission control scheme on the basis that the aggregate VBR video traffic is lognormally distributed. The proposed scheme consists of two components: measurement process and admission decision. The measurement process applies a linear Kalman filter to estimate statistical parameters of aggregate VBR video traffic. The estimated statistical parameters are used to calculate the effective bandwidth for admission decision. Variable bit rate (VBR) video traffic with high data rate is expected to occupy a dominant proportion of bandwidth for future wireless broadband home networks. To guarantee quality-of-service (QoS) of such VBR video streams, while achieving a high level of channel utilization, an efficient admission control scheme is urgently required, especially for emerging wireless multimedia indoor services, such as HDTV, online video game, etc. The proposed scheme is computationally efficient and accurate without much prior traffic information. Simulation results verify its effectiveness and show that it performs well for both a small number of connections and a large number of connections.
引用
收藏
页码:470 / 479
页数:10
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