JOURNAL ARTICLE

RESOURCE ALLOCATION FOR MULTIUSER VIDEO STREAMING IN UAV RELAY NETWORKS

Abstract

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. Considering the energy constraint of UAV, we propose a decentralized allocation scheme using alternative ascending clock auction to derive the optimal solution. Simulations are conducted to demonstrate the the superiority of the proposed method.

Keywords:
Computer science Relay Real-time computing Lyapunov optimization Quality of experience Resource allocation Video quality Focus (optics) Computer network Mathematical optimization Power (physics) Quality of service Artificial intelligence

Metrics

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FWCI (Field Weighted Citation Impact)
19
Refs
0.09
Citation Normalized Percentile
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Topics

UAV Applications and Optimization
Physical Sciences →  Engineering →  Aerospace Engineering
Cooperative Communication and Network Coding
Physical Sciences →  Computer Science →  Computer Networks and Communications
Advanced Wireless Communication Technologies
Physical Sciences →  Engineering →  Electrical and Electronic Engineering

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