DocumentCode :
1551635
Title :
Scalable Video Multicast With Adaptive Modulation and Coding in Broadband Wireless Data Systems
Author :
Li, Peilong ; Zhang, Honghai ; Zhao, Baohua ; Rangarajan, Sampath
Author_Institution :
Dept. of Comput. Sci. & Technol., Univ. of Sci. & Technol. of China, Hefei, China
Volume :
20
Issue :
1
fYear :
2012
Firstpage :
57
Lastpage :
68
Abstract :
Future mobile broadband networks are characterized with high data rate and improved coverage, which will enable real-time video multicast and broadcast services. Scalable video coding (SVC), combined with adaptive modulation and coding schemes (MCS) and wireless multicast, provides an excellent solution for streaming video to heterogeneous wireless devices. By choosing different MCSs for different video layers, SVC can provide good video quality to users in good channel conditions while maintaining basic video quality for users in bad channel conditions. A key issue to apply SVC to wireless multicast streaming is to choose appropriate MCS for each video layer and to determine the optimal resource allocation among multiple video sessions. We formulate this problem as total utility maximization, subject to the constraint of available radio resources. We prove that the formulated problem is NP-hard and propose an optimal, two-step dynamic programming solution with pseudo-polynomial time complexity. Simulation results show that our algorithm offers significant improvement on the video quality over a naive algorithm and an adapted greedy algorithm, especially in the scenarios with multiple real video sequences and limited radio resources.
Keywords :
adaptive codes; adaptive modulation; broadband networks; channel coding; computational complexity; dynamic programming; greedy algorithms; modulation coding; multicast communication; radio networks; resource allocation; video coding; video streaming; wireless channels; MCS; NP-hard; SVC; adaptive modulation and coding; broadband wireless data systems; broadcast services; greedy algorithm; heterogeneous wireless devices; mobile broadband networks; naive algorithm; optimal resource allocation; pseudo-polynomial time complexity; radio resources; real-time video multicast services; scalable video coding; scalable video multicast; total utility maximization; two-step dynamic programming solution; video layers; video quality; video sequences; video sessions; video streaming; wireless multicast streaming; Encoding; Heuristic algorithms; Modulation; Power capacitors; Resource management; Streaming media; Wireless communication; 4G; adaptive modulation and coding (AMC); multicarrier wireless network; scalable video coding (SVC);
fLanguage :
English
Journal_Title :
Networking, IEEE/ACM Transactions on
Publisher :
ieee
ISSN :
1063-6692
Type :
jour
DOI :
10.1109/TNET.2011.2157700
Filename :
5872033
Link To Document :
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