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 …

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 …

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 …

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-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 …

A semi-autonomous distributed blockchain-based framework for UAVs system

C Ge, X Ma, Z Liu - Journal of Systems Architecture, 2020 - Elsevier
The impact of the Internet of Things (IoT) to our daily life has become bigger than ever, which
can be witnessed from smart homes, smart transportation, and smart personal care. With …

Federated learning meets blockchain in edge computing: Opportunities and challenges

DC Nguyen, M Ding, QV Pham… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Mobile-edge computing (MEC) has been envisioned as a promising paradigm to handle the
massive volume of data generated from ubiquitous mobile devices for enabling intelligent …

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 …

Blockchain-empowered AI for 6G-enabled Internet of Vehicles

F Ayaz, Z Sheng, D Tian, M Nekovee, N Saeed - Electronics, 2022 - mdpi.com
The 6G communication technologies are expected to provide fast data rates and incessant
connectivity to heterogeneous networks, such as the Internet of Vehicles (IoV). However, the …

Energy-aware UAV based on blockchain model using IoE application in 6G network-driven cybertwin

AB Kathole, J Katti, D Dhabliya, V Deshpande… - Energies, 2022 - mdpi.com
Several advanced features exist in fifth-generation (5G) correspondence than in fourth-
generation (4G) correspondence. Centric cloud-computing architecture achieves resource …