Title
Models and analysis of streaming video transmission over wireless fading channels
Abstract
In this paper, we first develop a simple but nevertheless accurate and fully analytical model for the sequence-level distortion-rate (D-R) performance of predictive video source encoding. This model focuses on the input-output behavior of the source encoder and requires very limited amount of empirical data to set up its working parameters, namely three pairs of rate and distortion. Then, we propose an accurate and fully analytical model for the distortion due to lost frames in wireless communication systems. The proposed model builds on long-term average properties of the video source. In our analysis, we combine the properties of the video sequence and those of the wireless transmission link. Finally, we provide an asymptotic analysis of the video transmission through a wireless channel. We compare the results to those obtained by using less sophisticated models, like a (D-R)-function that is built on a Gaussian memoryless source. It is shown that the obtained results are substantially different.
Year
DOI
Venue
2009
10.1016/j.image.2009.04.005
Sig. Proc.: Image Comm.
Keywords
Field
DocType
analytical model,source encoder,wireless channel,gaussian memoryless source,sophisticated model,video transmission,predictive video source encoding,video source,video sequence,input output,wireless communication,asymptotic analysis,model building,fading channel
Transmission (telecommunications),Wireless,Telecommunications,Computer science,Source code,Real-time computing,Artificial intelligence,Distortion,Rate–distortion theory,Computer vision,Communication channel,Gaussian,Encoder
Journal
Volume
Issue
ISSN
24
8
Signal Processing: Image Communication
Citations 
PageRank 
References 
9
0.57
11
Authors
4
Name
Order
Citations
PageRank
Michel T. Ivrlac122933.01
Ruly Lai-u Choi261756.69
Eckehard G. Steinbach32221299.71
Josef A. Nossek4722138.59