Optimal Power and Bandwidth Allocation for Multiuser Video Streaming in UAV Relay Networks

被引:29
作者
Chen, Yan [1 ,2 ]
Zhang, Hangjing [1 ]
Hu, Yang [1 ]
机构
[1] Univ Elect Sci & Technol China, Sch Informat & Commun Engn, Chengdu 611731, Peoples R China
[2] Univ Sci & Technol China, Sch Cyberspace Secur, Hefei 230026, Peoples R China
基金
中国国家自然科学基金;
关键词
Streaming media; Resource management; Bandwidth; Relays; Unmanned aerial vehicles; Quality of experience; Optimization; Multiuser video streaming; UAV; Relay network; Lyapunov optimization; AERIAL VEHICLES UAVS; RESOURCE-ALLOCATION; TRANSMISSION; AUCTION; GAMES; TIME;
D O I
10.1109/TVT.2020.2985061
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We all have encountered unsatisfactory video viewing experience with mobile devices in hot spot areas where a crowd of people are demanding video streaming simultaneously. One possible solution to relieve the problem is to use the unmanned aerial vehicle (UAV) as a relay to improve the quality-of-experience (QoE). In this paper, we focus on the allocation of bandwidth and transmission power for multiuser video streaming in UAV relay networks. Our goal is to maximize the total long-term QoE of users, which are determined by the freezing time and the bit rate of video. We employ the Lyapunov optimization theory to transform the original problem with long-term average form into the drift-plus-penalty problem, and propose a decentralized allocation scheme using alternative ascending clock auction to derive the optimal solution. Simulations are conducted to demonstrate the superiority of the proposed method.
引用
收藏
页码:6644 / 6655
页数:12
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