Title :
An optimized resource allocation algorithm for scalable video delivery over wireless multicast links
Author :
Chuah, Seong-Ping ; Chen, Zhenzhong ; Tan, Yap-Peng
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
In this paper, we investigate resource allocation of video multicast over resource-constrained wireless networks. The video multicast is a best-effort service which suffers from limited transmission energy and channel access time. To cater for multi-resolution video demands of heterogeneous mobile clients, we consider scalable video coding (SVC) which offers spatial, temporal and fidelity scalabilities. We formulate multicast strategy that maximizes video quality under transmission energy and channel access constraints. We show that the problem is a joint optimization of mode selection and transmission power allocation. It is a mixed-integer programming problem which is in general NP-hard. To solve the optimization problem, we first reduce the problem into a binary integer programming problem. By exploiting inter-layer dependency of SVC packets, we propose a novel solution based on the dynamic programming approach. Experiment results demonstrate that the proposed method archives notable improvement of average video quality over a conventional method.
Keywords :
computational complexity; integer programming; radio networks; resource allocation; video coding; NP-hard problem; best-effort service; binary integer programming problem; channel access constraints; channel access time; dynamic programming; heterogeneous mobile clients; interlayer dependency; limited transmission energy; mixed-integer programming problem; mode selection; multiresolution video demands; optimization problem; optimized resource allocation; resource constrained wireless networks; scalable video coding; scalable video delivery; transmission power allocation; video multicast; video quality; wireless multicast links; Mobile communication; Optimization; PSNR; Resource management; Static VAr compensators; Streaming media; Wireless communication; Energy Efficiency; PHY Mode Selection; Resource Allocation; Scalable Video Coding; Wireless Multicast;
Conference_Titel :
Packet Video Workshop (PV), 2010 18th International
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-9522-1
Electronic_ISBN :
978-1-4244-9520-7
DOI :
10.1109/PV.2010.5706818