Modeling the self-similar behavior of packetized MPEG-4 video using wavelet-based methods

Video streaming has already been very popular on the Internet through services such as news bulletins from different parts of the world and on-demand music-video clips. With rapidly developing wireless technologies, video streaming to mobile devices will be very common. In this paper, we investigate the self-similar scaling behavior that is present in variable bit rate (VBR) MPEG4 video. As the usage of video services over packet-based wireless networks increases, new workload models will be necessary to study the quality of service aspects of video traffic. A key finding of our study is that MPEG-4 video encoder output traffic has fractal behavior and this behavior exists regardless of the compression ratio.

• Type: Conference
• Year: 2002
• Where: ICIP
• Authors: Brian L. Evans, Dogu Arifler
• Keywords: ICIP 2002, Image Processing, MPEG-4 Video Encoder, Self-similar Scaling Behavior, Video Traffic