MPEG—4流的多分形小波模型仿真及性能分析
计算机工程与应用 ›› 2006, Vol. 42 ›› Issue (14): 16-.
• 博士论坛 • 上一篇 下一篇
林青家,陈涤,刘允才
收稿日期:
修回日期:
出版日期:
发布日期:
通讯作者:
,,
Received:
Revised:
Online:
Published:
摘要: 本文采用多分形小波模型(MWM)对MPEG—4视频流进行仿真,其母小波采用Haar小波,并利用一阶统计、二阶统计和多分形分析的方法,对模型在刻画流量的主要统计特性(如概率密度分布、LRD特性、突发性和多分形特征)方面的性能进行了评估,其结果为:MWM模型是一个简单的和有实用价值的MPEG—4视频流的仿真模型,它可以很好地刻画出流量的全局统计特性和多分形特征,但此模型也有缺陷,对于具有高突发性的视频流量的刻画能力较弱,需要我们在以后的研究工作中加以完善。
Abstract: In this paper, first, we used Multi-fractal Wavelet Model (MWM) to characterize the MPEG-4 video traces. The model used the Haar wavelet transform and put a constrain on the wavelet coefficients to guarantee positivity. Then, we used first-order, second-order statistical methods and multi-fractal analysis ways to study the main characteristics of the simulated traces . These characteristics include pdf function, LRD, burstiness and the multi-fractal feature of the video traces. At last, we evaluated the model’s performance. Our findings are that: MWM is a simple and useful model for characterizing MPEG-4 video traces. I t can characterize the global statistical characteristics and the multi-fractal feature of the MPEG-4 video traces perfectly. But this model has its default; it exhibits a poor performance when it is applied to the traces with strong burstiness.
林青家,陈涤,刘允才.
,,. Modeling the MPEG-4 video traces using multi-fractal wavelet model[J]. Computer Engineering and Applications, 2006, 42(14): 16-.
0 / 推荐
导出引用管理器 EndNote|Ris|BibTeX
链接本文: http://cea.ceaj.org/CN/
http://cea.ceaj.org/CN/Y2006/V42/I14/16