Abdel Karim Al Tamimi, Raj Jain, Chakchai So-In, "SAM: A Simplified Seasonal ARIMA Model for Mobile Video over Wireless Broadband Networks," Proceedings of IEEE International Symposium on Multimedia (ISM2008), Berkeley, California, December 15-17, 2008, pp. 178-183.

ABSTRACT:

Wireless broadband technologies like WiMAX2 are spreading especially in areas where wired broadband is not expected to reach. Video streaming is continuously acquiring a larger share of Internetís traffic resulting in a need to have a reliable video traffic model. In this paper, we analyze several video streams compressed for mobile streaming and develop their optimal Seasonal ARIMA models. Although these optimal models are very different, we find that a simple model, which we call Simplified Seasonal ARIMA Model (SAM), represents all of the streams very well. This model is ideally suitable for video generation in mobile video simulation studies. We also present the parameter values suitable for such studies.

Complete paper in Adobe Acrobat format.


Back to the List of Papers
Back to Raj Jain's home page