Survey on UAV Cellular Communications: Practical Aspects, Standardization Advancements, Regulation, and Security Challenges
By Azade Fotouhi, Haoran Qiang, Ming Ding, Mahbub Hassan, L. G. Giordano, Adrián García‐Rodríguez, Jinhong Yuan. 2018
925 citations recorded by the source corpus.
The rapid growth of consumer unmanned aerial vehicles (UAVs) is creating promising new business opportunities for cellular operators. On the one hand, UAVs can be connected to cellular networks as new types of user equipment, therefore generating significant revenues for the operators that can guarantee their stringent service requirements. On the other hand, UAVs offer the unprecedented opportunity to realize UAV-mounted flying base stations (BSs) that can dynamically reposition themselves to boost coverage, spectral efficiency, and user quality of experience. Indeed, the standardization bodies are currently exploring possibilities for serving commercial UAVs with cellular networks. Industries are beginning to trial early prototypes of flying BSs or user equipments, while academia is in full swing researching mathematical and algorithmic solutions to address interesting new problems arising from flying nodes in cellular networks. In this paper, we provide a comprehensive survey of all of these developments promoting smooth integration of UAVs into cellular networks. Specifically, we survey: 1) the types of consumer UAVs currently available off-the-shelf; 2) the interference issues and potential solutions addressed by standardization bodies for serving aerial users with the existing terrestrial BSs; 3) the challenges and opportunities for assisting cellular communications with UAV-based flying relays and BSs; 4) the ongoing prototyping and test bed activities; 5) the new regulations being developed to manage the commercial use of UAVs; and 6) the cyber-physical security of UAV-assisted cellular communications.
Subfields: Aerospace Engineering, Electrical and Electronic Engineering
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Aerospace Engineering
In Electrical and Electronic Engineering
Citations in the corpus
- Wireless Network Intelligence at the Edge (2018, background): “A remotely controlled drone or a robotic assembler in a smart factory should always be operational even when the network connection is temporarily unavailable [16]–[18], by sensing and reacting rapidly to the local (and possibly hazardous) environments.”
- A Survey on the Convergence of Edge Computing and AI for UAVs: Opportunities and Challenges (2022, background): “1) Introduction: Security and privacy are very important issues for all digital systems, particularly for UAVs [89].”
- Routing in Flying Ad Hoc Networks: A Comprehensive Survey (2020, background): “Also, LOS characteristic of FANET makes it more susceptible to eavesdropping and other man-in-the-middle (MITM) attacks [95], [96].”
- Jamming Attacks and Anti-Jamming Strategies in Wireless Networks: A Comprehensive Survey (2021, background): “The speed of UAVs in different scenarios may vary from 0 m/s to 100 m/s, depending on the applications [167].”
- A Comprehensive Overview on 5G-and-Beyond Networks With UAVs: From Communications to Sensing and Intelligence (2020, background): “In practice, depending on the size, weight, wing configura-tion, flying duration, etc., UAVs can be classified into different categories, such as large UAV versus small/mini UAVs, fixed-wing versus rotary-wing UAVs, etc. [6].”
- The Road Towards 6G: A Comprehensive Survey (2021, background): “Over the past years, it has been widely discussed to use UAVs in cellular networks as flying BSs or relays [146], [147].”
- Communications in the 6G Era (2020, background): “Examples are, full duplex communication, cell free communication [11], Unmanned Aerial Vehicle (UAV) [12], High Altitude Platform Systems (HAPS) [13] and Low Earth Orbit (LEO) satellite based communication [14].”
- Learning to Rest: A Q-Learning Approach to Flying Base Station Trajectory Design with Landing Spots (2018, background): “A large number of works exist that investigate the general challenges and opportunities in wireless communications with UAVs, summaries of which are provided in [8], [9].”
- Satellite Communications in the New Space Era: A Survey and Future Challenges (2020, background): “for assisting cellular communications with UAV-based flying relays and BSs have been surveyed in [325].”
- A Tutorial on UAVs for Wireless Networks: Applications, Challenges, and Open Problems (2018, background): “Moreover, the surveys in [14], [15], [31], [33], and [48]–[54] remain restricted to isolated UAV topics and use cases in wireless networking.”
- Federated Learning for Internet of Things: A Comprehensive Survey (2021, background): “goods delivery, disaster monitoring or military and have been regarded as a key technology in 5G/6G wireless networks [139] due to its high flexibility and seamless connectivity.”
- Blockchain for 5G and Beyond Networks: A State of the Art Survey (2019, background): “ranging from military, security, healthcare, and surveillance to vehicle monitoring applications [274].”
- Accessing From the Sky: A Tutorial on UAV Communications for 5G and Beyond (2019, background): “In particular, several magazine [12,13,20]–[23] and survey [11,24]– [34] papers on wireless communications and networks with UAVs have appeared.”
- UAV assistance paradigm: State-of-the-art in applications and challenges (2020, neutral): “[17] • UAV Cellular Communications.”
- Security analysis of drones systems: Attacks, limitations, and recommendations (2020, neutral): “In fact, drones can be classified into three main types, according to their flying mechanisms [32] , as described next.”
- Unmanned aerial vehicles (UAVs): practical aspects, applications, open challenges, security issues, and future trends (2023, background): “Table 10 UAV communication requirements [18]”
- Unmanned Aerial Vehicles in Smart Agriculture: Applications, Requirements, and Challenges (2020, background): “Similarly, Electronic Communications Committee (ECC) within the European Conference of Postal and Telecommunications Administrations (CEPT) published the report on regulatory aspects of UAVs in Feb 2018 and is under study [44].”
- What Will the Future of UAV Cellular Communications Be? A Flight From 5G to 6G (2021, background): “The survey [37] is a comprehensive review of various studies on UAV communications in academia, industry, and standardization bodies.”