Energy Conservative Data Aggregation for IoT Devices: An Aerial Wake-up Radio Approach

O Khalifa, N Kouzayha, MA Hussaini… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
The ubiquitous deployment of Internet of Things (IoT) and the ever-evolving IoT services
seek fully autonomous devices with no energy limitations. To fulfill this demand, we …

UAV-Assisted Mobile Edge Computing: Optimal Design of UAV Altitude and Task Offloading

M Hui, J Chen, L Yang, L Lv, H Jiang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper investigates a mobile edge computing (MEC) network assisted by an unmanned
aerial vehicle (UAV), where the moving UAV and a fixed ground base station cooperatively …

Federated Generative-Adversarial-Network-Enabled Channel Estimation

Y Guo, Z Qin, X Tao, OA Dobre - Intelligent Computing, 2024 - spj.science.org
Accurately estimating channel state information is essential for meeting the quality-of-service
requirements of modern applications and scenarios. Deep learning techniques have proven …

[HTML][HTML] An Efficient Privacy Protection Mechanism for Blockchain-Based Federated Learning System in UAV-MEC Networks

C Zhu, X Zhu, T Qin - Sensors, 2024 - mdpi.com
The widespread use of UAVs in smart cities for tasks like traffic monitoring and
environmental data collection creates significant privacy and security concerns due to the …

On the Interplay of Artificial Intelligence and Space-Air-Ground Integrated Networks: A Survey

A Bakambekova, N Kouzayha, T Al-Naffouri - arXiv preprint arXiv …, 2024 - arxiv.org
Space-Air-Ground Integrated Networks (SAGINs), which incorporate space and aerial
networks with terrestrial wireless systems, are vital enablers of the emerging sixth …

Risk-Aware Accelerated Wireless Federated Learning with Heterogeneous Clients

M Ads, H ElSawy, HS Hassanein - arXiv preprint arXiv:2401.09267, 2024 - arxiv.org
Wireless Federated Learning (FL) is an emerging distributed machine learning paradigm,
particularly gaining momentum in domains with confidential and private data on mobile …

A Privacy Protecting Mechanism in UAV-MEC Network with Blockchain-Enabled Federated Learning

C Zhu, X Zhu, Z Zhang, T Qin - Proceedings of the 2023 13th …, 2023 - dl.acm.org
The UAV (unmanned aerial vehicles) network is a promising solution to support real-time
applications and services. However, local UAV nodes are prone to privacy disclosure, and …

Reliable and Communication-Efficient Federated Learning for Future Intelligent Edge Networks

M Mestoukirdi - 2023 - theses.hal.science
In the realm of future 6G wireless networks, integrating the intelligent edge through the
advent of AI signifies a momentous leap forward, promising revolutionary advancements in …