학술논문

Take the Field from Your Smartphone: Leveraging UAVs for Event Filming
Document Type
Periodical
Source
IEEE Transactions on Mobile Computing IEEE Trans. on Mobile Comput. Mobile Computing, IEEE Transactions on. 19(8):1971-1983 Aug, 2020
Subject
Computing and Processing
Communication, Networking and Broadcast Technologies
Signal Processing and Analysis
Drones
Sports
Streaming media
Games
Mathematical model
Vehicle dynamics
Sport event filming
mobile camera drones
UAV routing problem
VRP with soft time windows
Language
ISSN
1536-1233
1558-0660
2161-9875
Abstract
This paper formulates the Sport Event Filming with Connectivity Constraints (SEF-C$^2$2) problem. The SEF-C$^2$2 problem is an event coverage problem, which exploits a team of Unmanned Aerial Vehicles (UAVs) over a limited field in order to track the movements of an object (e.g., of the ball) and to deliver a video stream of the events (e.g., ball passes, goals) to the spectators meeting certain timeliness and video quality criteria. Assuming a priori knowledge of the whole sequence of actions, first a novel mathematical model is introduced that determines a sequence of movements for the UAVs, such that the timeliness of the filming is maximized and the total traveled distance is minimized. Then, dynamic, artificial potential function based, distributed UAV movement schemes that have no a priori knowledge of the sequence of game actions are proposed to optimize networking performance. Extensive simulations are used to analyze the performance in terms of video transmission quality and show that the proposed schemes outperform existing schemes.