Affiliation:
1. Southeast University, China and City University of Hong Kong, Hong Kong
2. Southeast University, China
3. City University of Hong Kong, Hong Kong
4. Northern Information Control Research Academy Group Co., Ltd, China
Abstract
Unmanned Aerial Vehicle (UAV) swarm offers extended coverage and is a vital solution for many applications. A key issue in UAV swarm control is to cover all targets while maintaining connectivity among UAVs, referred to as a multi-target coverage problem. With existing dynamic routing protocols, the flying ad hoc network suffers outdated and incorrect route information due to frequent topology changes. This might lead to failures of time-critical tasks. One mitigation solution is to keep the physical topology unchanged, thus maintaining a fixed communication topology and enabling static routing. However, keeping physical topology unchanged may sacrifice the coverage. In this article, we propose to maintain a fixed communication topology among UAVs, which allows certain changes in physical topology, so that to maximize the coverage. We develop a distributed motion planning algorithm for the online multi-target coverage problem with the constraint of keeping communication topology intact. As the communication topology needs to be timely updated when UAVs leave or arrive at the swarm, we further design a topology-management protocol. Experimental results from the ns-3 simulator show that under our algorithms, UAV swarms of different sizes achieve significantly improved delay and loss ratio, efficient coverage, and rapid topology update.
Funder
National Key Research and Development Program of China
Science Technology and Innovation Committee of Shenzhen Municipality
National Natural Science Foundation of China
Jiangsu Natural Science Foundation of China
Key Laboratory of Computer Network and Information Integration
Aeronautical Science Foundation of China
National Science Foundation
Hong Kong Research Grant Council
Publisher
Association for Computing Machinery (ACM)
Subject
Computer Networks and Communications
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