Title :
An Admission Control Scheme Based on Online Measurement for VBR Video Streams Over Wireless Home Networks
Author :
Tseng, Yi-Hsien ; Wu, Eric Hsiao-Kuang ; Chen, Gen-Huey
Author_Institution :
Nat. Taiwan Univ., Taipei
fDate :
4/1/2008 12:00:00 AM
Abstract :
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.
Keywords :
Kalman filters; home computing; indoor radio; log normal distribution; quality of service; telecommunication traffic; video streaming; VBR video streams; admission control; linear Kalman filter; lognormally distributed; quality-of-service; variable bit rate video traffic; wireless home networks; wireless multimedia indoor services; Admission control; Aggregates; Bandwidth; Bit rate; Communication system traffic control; Home automation; Multimedia systems; Parameter estimation; Quality of service; Streaming media; Admission control; Kalman filter; QoS; effective bandwidth; lognormal distribution;
Journal_Title :
Multimedia, IEEE Transactions on
DOI :
10.1109/TMM.2008.917423