JOURNAL ARTICLE

UAV-Assisted Data Collection for Internet of Things: A Survey

Zhiqing WeiMingyue ZhuNing ZhangLin WangYingying ZouZeyang MengHuici WuZhiyong Feng

Year: 2022 Journal:   IEEE Internet of Things Journal Vol: 9 (17)Pages: 15460-15483   Publisher: Institute of Electrical and Electronics Engineers

Abstract

Thanks to the advantages of flexible deployment and high mobility, unmanned aerial vehicles (UAVs) have been widely applied in the areas of disaster management, agricultural plant protection, environment monitoring, and so on. With the development of UAV and sensor technologies, UAV-assisted data collection for the Internet of Things (IoT) has attracted increasing attention. In this article, the scenarios and key technologies of UAV-assisted data collection are comprehensively reviewed. First, we present the system model, including the network model and the mathematical model of UAV-assisted data collection for IoT. Then, we review the key technologies, including clustering of sensors, UAV data collection mode as well as joint path planning and resource allocation. Finally, the open problems are discussed from the perspectives of efficient multiple access as well as joint sensing and data collection. This article hopefully provides some guidelines and insights for researchers in the area of UAV-assisted data collection for IoT.

Keywords:
Data collection Computer science Software deployment Key (lock) Cluster analysis Wireless sensor network Internet of Things Resource allocation Resource (disambiguation) Data science Computer network Computer security Artificial intelligence

Metrics

297
Cited By
99.43
FWCI (Field Weighted Citation Impact)
150
Refs
1.00
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

UAV Applications and Optimization
Physical Sciences →  Engineering →  Aerospace Engineering
Distributed Control Multi-Agent Systems
Physical Sciences →  Computer Science →  Computer Networks and Communications
Energy Efficient Wireless Sensor Networks
Physical Sciences →  Computer Science →  Computer Networks and Communications
© 2026 ScienceGate Book Chapters — All rights reserved.