Title :
Joint Network and Rate Allocation for Video Streaming over Multiple Wireless Networks
Author :
Jurca, D. ; Kellerer, W. ; Steinbach, E. ; Khan, S. ; Thakolsri, S. ; Frossard, P.
Author_Institution :
Signal Process. Inst., Lausanne
Abstract :
We address the problem of video streaming over multiple parallel networks. In the context of multiple users, accessing different types of applications, we are looking for efficient ways of allocating network resources and selecting network paths for each application, in order to maximize the overall systems performance. Our optimization joint problem consists of finding the appropriate application rate allocation and network parameters for each individual user, such that a universal system quality metric is maximized. A specific mapping between the requirements of each considered application and the overall quality metric is introduced, and our results are compared to other solutions based on throughput optimization strategies. The superiority and robustness of our approach is shown through extensive simulations in constant and dynamic systems, when clients can join/leave the access networks. Furthermore, we introduce heuristic algorithms which can obtain good results and are inexpensive in terms of computation and execution time.
Keywords :
optimisation; resource allocation; subscriber loops; video streaming; wireless channels; access networks; heuristic algorithms; joint network; multiple parallel networks; multiple wireless networks; network resource allocation; optimization; rate allocation; video streaming; Heuristic algorithms; IP networks; Propagation losses; Resource management; Streaming media; System performance; Throughput; Video sequences; Video signal processing; Wireless networks;
Conference_Titel :
Multimedia, 2007. ISM 2007. Ninth IEEE International Symposium on
Conference_Location :
Taichung
Print_ISBN :
978-0-7695-3058-1
DOI :
10.1109/ISM.2007.4412378