Title :
Asymptotically Optimal Resource Allocation for Layered Video Multicast Streaming in OFDMA Systems
Author :
Fengli Lu ; Ying Wang
Author_Institution :
Dept. of Inf. Sci. & Technol., Dalian Maritime Univ., Dalian, China
Abstract :
In this paper, the subcarrier and power allocation for video multicast services in wireless OFDMA systems is considered. To overcome the multicast capacity loss caused by the conventional multicast scheme where the rate of a subcarrier is determined by the worst channel user, the fine granularity scalability (FGS) video coding is exploited in the multicast system. The FGS decomposes the video contents into a base layer and an enhancement layer, and the enhancement layer streaming only has to be transmitted to part of the multicast users based on their channel conditions. The corresponding subcarrier and power allocation problem is formulated as a mixed binary integer programming problem. The goal is to maximize the system total throughput while satisfying the total power constraint and the minimum base layer transmission rate requirement constraints. Then we develop an asymptotically optimal resource allocation scheme based on the dual decomposition method to solve the resource allocation problem. Simulation results show that the algorithm we proposed can significantly improve the network´s multicast capacity compare with the available suboptimal schemes.
Keywords :
OFDM modulation; channel allocation; channel capacity; channel coding; frequency division multiple access; integer programming; multicast communication; telecommunication services; video coding; video streaming; FGS; asymptotically optimal resource allocation scheme; base layer transmission rate; channel condition; dual decomposition method; enhancement layer; fine granularity scalability; layered video multicast streaming; mixed binary integer programming; multicast capacity loss; multicast user; power allocation; subcarrier allocation; throughput maximization; video coding; video content; video multicast service; wireless OFDMA system; Convergence; OFDM; Resource management; Simulation; Streaming media; Throughput; Wireless communication; FGS; OFDMA; dual decomposition; multicast; resource allocation;
Conference_Titel :
Control Engineering and Communication Technology (ICCECT), 2012 International Conference on
Conference_Location :
Liaoning
Print_ISBN :
978-1-4673-4499-9
DOI :
10.1109/ICCECT.2012.214