4.8 Review

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

Journal

IEEE INTERNET OF THINGS JOURNAL
Volume 9, Issue 17, Pages 15460-15483

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/JIOT.2022.3176903

Keywords

Data collection; Autonomous aerial vehicles; Internet of Things; Clustering algorithms; Resource management; Sensors; Data models; Clustering; data collection mode; data collection; Internet of Things (IoT); joint sensing and data collection; multiple access; path planning; resource allocation; review; survey; unmanned aerial vehicle (UAV); wireless sensor networks (WSN)

Funding

  1. Beijing Municipal Natural Science Foundation [L192031]
  2. National Natural Science Foundation of China [61901051]
  3. Young Elite Scientists Sponsorship Program by CAST [YESS20200283]
  4. National Key Research and Development Program [2020YFA0711303]

Ask authors/readers for more resources

This article comprehensively reviews the scenarios and key technologies of UAV-assisted data collection, including the system model, clustering of sensors, UAV data collection mode, and joint path planning and resource allocation. The open problems are also discussed, providing guidelines and insights for researchers in the field of UAV-assisted data collection for IoT.
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.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.8
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available