Resource Allocation for Uncoded Multi-user Video Transmission over Wireless Networks

被引:15
|
作者
Liu, Dian [1 ]
Cui, Hao [1 ]
Wu, Jun [1 ]
Luo, Chong [2 ]
机构
[1] Tongji Univ, Coll Elect & Informat Engn, Shanghai 201804, Peoples R China
[2] Microsoft Res Asia, Beijing 100080, Peoples R China
来源
MOBILE NETWORKS & APPLICATIONS | 2016年 / 21卷 / 06期
基金
中国国家自然科学基金;
关键词
Multi-user; Uncoded video transmission; Optimal resource allocation; FRAMEWORK;
D O I
10.1007/s11036-016-0713-9
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In wireless networks, multi-user video streaming under limited resource is a challenging problem. The main challenge is how to meet the transmission requirements under the different channel condition and video content complexity. In this paper, we propose an uncoded video transmission framework to deliver the multi-user video over wireless networks. In order to evaluate the overall performance of multi-user network more practically, three optimization strategies are proposed in this paper: 1) minimizing the total distortion; 2) minimizing the maximal distortion; 3) minimizing the summation of square root distortion. Furthermore, the corresponding joint resource allocation algorithms are developed to solve the optimization problems. The simulation results demonstrate that different optimization strategies have different resource allocation and performance for each user. The optimization strategy 1) performs the best in terms of average PSNR of all users, the optimization strategy 2) achieves more fair result, and the optimization strategy 3) achieves a good balance. The strategy 3) can improve the performance for users with bad channel condition, while little loss is caused for users with good channel condition.
引用
收藏
页码:950 / 961
页数:12
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