Swarm of UAVs for Network Management in 6G: A Technical Review

Khan, Muhammad Asghar; Kumar, Neeraj; Mohsan, Syed Agha Hassnain; KHAN, Wali Ullah; M. Nasralla, Moustafa; H. Alsharif, Mohammed; Zywiołek, Justyna; Ullah, Insaf

doi:10.1109/TNSM.2022.3213370

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Swarm of UAVs for Network Management in 6G: A Technical Review

Khan, Muhammad Asghar; Kumar, Neeraj; Mohsan, Syed Agha Hassnain et al.

2022 • In IEEE Transactions on Network and Service Management

Peer Reviewed verified by ORBi

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https://hdl.handle.net/10993/53937

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10.1109/TNSM.2022.3213370

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Keywords :

Unmanned aerial vehicles; 6G

Abstract :

[en] Fifth-generation (5G) cellular networks have led to the implementation of beyond 5G (B5G) networks, which are capable of incorporating autonomous services to swarm of unmanned aerial vehicles (UAVs). They provide capacity expansion strategies to address massive connectivity issues and guarantee ultra-high throughput and low latency, especially in extreme or emergency situations where network density, bandwidth, and traffic patterns fluctuate. On the one hand, 6G technology integrates AI/ML, IoT, and blockchain to establish ultra-reliable, intelligent, secure, and ubiquitous UAV networks. 6G networks, on the other hand, rely on new enabling technologies such as air interface and transmission technologies, as well as a unique network design, posing new challenges for the swarm of UAVs.Keeping these challenges in mind, this article focuses on the security and privacy, intelligence, and energy-efficiency issues faced by swarms of UAVs operating in 6G mobile network. In this state-of-the-art review, we integrated blockchain and AI/ML with UAV networks utilizing the 6G ecosystem. The key findings are then presented, and potential research challenges are identified. We conclude the review by shedding light on future research in this emerging field of research.

Disciplines :

Electrical & electronics engineering

Author, co-author :

Khan, Muhammad Asghar

Kumar, Neeraj

Mohsan, Syed Agha Hassnain

KHAN, Wali Ullah ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom

M. Nasralla, Moustafa

H. Alsharif, Mohammed

Zywiołek, Justyna

Ullah, Insaf

External co-authors :

yes

Language :

English

Title :

Swarm of UAVs for Network Management in 6G: A Technical Review

Alternative titles :

[en] Swarm of UAVs for Network Management in 6G: A Technical Review

Publication date :

18 October 2022

Journal title :

IEEE Transactions on Network and Service Management

ISSN :

1932-4537

Publisher :

Institute of Electrical and Electronics Engineers, New York, United States - New York

Peer reviewed :

Peer Reviewed verified by ORBi

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