Title
Adaptive Real-Time Vbr Video Traffic Predictor For Ieee 802.15.3 Wireless Ad Hoc Networks
Abstract
This paper proposes a new real-time video traffic predictor to meet increasing consumer demand for a high speed high performance wireless broadband network. It analyzes the behaviors and the problems of previous adaptive LMS-type predictors using fixed step size in detail and then proposes an adaptive predictor using variable step size for predicting bandwidth requirement of real-time VBR videos. The proposed adaptive predictor has better ability for handling scene changes and needs not change its parameters for different VBR videos. The simulation shows that the performance of the proposed adaptive predictor is better or near the optimal performance of previous adaptive LMS-type predictors using fixed step size.
Year
DOI
Venue
2005
10.1007/0-387-31173-4_35
CHALLENGES IN AD HOC NETWORKING
Keywords
Field
DocType
dynamic bandwidth allocation, traffic prediction, adaptive LMS algorithm
Wireless broadband,Computer science,IEEE 802.11s,Computer network,Real-time computing,Adaptive quality of service multi-hop routing,Dynamic bandwidth allocation,Wireless ad hoc network,Vehicular ad hoc network,IEEE 802.15,Variable bitrate
Conference
Volume
ISSN
Citations 
197
1571-5736
0
PageRank 
References 
Authors
0.34
9
3
Name
Order
Citations
PageRank
Yi-Hsien Tseng1272.75
Eric Wu2546.08
Gen-Huey Chen397989.32