A fast non-linear adaptive algorithm for video traffic prediction

被引：7
|
作者：
Zhao, L [1 ]
Ansari, N [1 ]
Shi, YQ [1 ]
机构：
[1] New Jersey Inst Technol, Dept Elect & Comp Engn, Adv Networking Lab, Newark, NJ 07102 USA
来源：
INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: CODING AND COMPUTING, PROCEEDINGS | 2002年
关键词：
D O I：
10.1109/ITCC.2002.1000359
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
To guarantee quality of service (QoS), the requirements for video transmission such as delay and cell loss rate (CLR) are very stringent. These constraints are difficult to meet if high network utilization is desired Dynamic bandwidth allocation is thus needed Video traffic prediction can play an important role in dynamic bandwidth allocation and traffic management in highspeed networks. In this paper, we propose a fast convergent algorithm to predict the variation of I frames, based on which the bandwidth is assigned. The new algorithm can achieve fast convergence and small prediction error.
引用
收藏
页码：54 / 58
页数：5
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