Title
Gradient projection based QoS driven cross-layer scheduling for video applications
Abstract
We proposed a novel cross-layer optimization approach for video streaming applications in orthogonal frequency division multiplexing (OFDM) based networks. Parameters in media access control (MAC) layer and physical layer are optimized jointly in a cross-layer framework. The main objective is to maximize video quality by reducing the end-to-end distortion in application layer for each user. Potential games theory is adopted to solve this cross-layer problem in distributed way. Convergence of game is guaranteed by gradient projection, which reduces the time complexity of optimization considerably. Simulation results have confirmed that the gradient projection based cross-layer optimization can significantly enhance the video quality performance with low time complexity and high scalability.
Year
DOI
Venue
2011
10.1109/ICME.2011.6012022
ICME
Keywords
Field
DocType
video application,low time complexity,application layer,cross-layer scheduling,video quality,physical layer,novel cross-layer optimization approach,cross-layer framework,gradient projection,cross-layer optimization,video quality performance,cross-layer problem,games,indexing terms,optimization,time complexity,wireless communication,ofdm,media access control,qos,psnr
Media access control,Application layer,Computer science,Quality of service,Real-time computing,Physical layer,Time complexity,Video quality,Orthogonal frequency-division multiplexing,Scalability
Conference
ISSN
Citations 
PageRank 
1945-7871
5
0.43
References 
Authors
16
5
Name
Order
Citations
PageRank
Zhaoming Lu116853.12
Xiangming Wen261882.20
Wei Zheng334230.46
ying ai ju4565.05
Dabing Ling5363.10