Blockchain-based federated learning in UAVs beyond 5G networks: A solution taxonomy and future directions

D Saraswat, A Verma, P Bhattacharya, S Tanwar… - IEEE …, 2022 - ieeexplore.ieee.org
Recently, unmanned aerial vehicles (UAVs) have gained attention due to increased use-
cases in healthcare, monitoring, surveillance, and logistics operations. UAVs mainly …

Blockchain-enabled federated learning for UAV edge computing network: Issues and solutions

C Zhu, X Zhu, J Ren, T Qin - Ieee Access, 2022 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) extend the traditional ground-based Internet of Things
(IoT) into the air. UAV mobile edge computing (MEC) architectures have been proposed by …

Design guidelines for blockchain-assisted 5G-UAV networks

M Aloqaily, O Bouachir, A Boukerche… - IEEE network, 2021 - ieeexplore.ieee.org
Fifth generation (5G) wireless networks are designed to meet various end-user quality of
service (QoS) requirements through high data rates (typically of gigabits per second) and …

Blockchain-envisioned UAV communication using 6G networks: Open issues, use cases, and future directions

S Aggarwal, N Kumar, S Tanwar - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAV) can provide efficient and effective solutions for the
development of smart cities. They have been widely used in civilian and military …

Energy-aware blockchain and federated learning-supported vehicular networks

M Aloqaily, I Al Ridhawi… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The aerial capabilities and flexibility in movement of Unmanned Aerial Vehicles (UAVs) has
enabled them to adaptively provide both traditional and more contemporary services. In this …

Blockchain-assisted UAV communication systems: A comprehensive survey

S Hafeez, AR Khan, M Al-Quraan… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) have recently established their capacity to provide cost-
effective and credible solutions for various real-world scenarios. UAVs provide an immense …

Federated learning for UAVs-enabled wireless networks: Use cases, challenges, and open problems

B Brik, A Ksentini, M Bouaziz - IEEE Access, 2020 - ieeexplore.ieee.org
The use of Unmanned Aerial Vehicles (UAVs) for wireless networks is rapidly growing as
key enablers of new applications, including: surveillance and monitoring, military, delivery of …

Drones' edge intelligence over smart environments in B5G: Blockchain and federated learning synergy

SH Alsamhi, FA Almalki, F Afghah… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Edge Intelligence is an emerging technology which has attracted significant attention. It
applies Artificial Intelligence (AI) closer to the network edge for supporting Beyond fifth …

Blockchain brings trust to collaborative drones and leo satellites: An intelligent decentralized learning in the space

SR Pokhrel - IEEE sensors journal, 2021 - ieeexplore.ieee.org
In this paper, we develop a foundation for a constellation of Low Earth Orbit (LEO) satellite
IoT by constructing a Blockchain-based framework for continual knowledge sharing and …

Blockchain-empowered decentralized horizontal federated learning for 5G-enabled UAVs

C Feng, B Liu, K Yu, SK Goudos… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Motivated by Industry 4.0, 5G-enabled unmanned aerial vehicles (UAVs; also known as
drones) are widely applied in various industries. However, the open nature of 5G networks …