Machine learning-aided operations and communications of unmanned aerial vehicles: A contemporary survey

H Kurunathan, H Huang, K Li, W Ni… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Over the past decade, Unmanned Aerial Vehicles (UAVs) have provided pervasive, efficient,
and cost-effective solutions for data collection and communications. Their excellent mobility …

Adversarial attacks and defenses in machine learning-empowered communication systems and networks: A contemporary survey

Y Wang, T Sun, S Li, X Yuan, W Ni… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Adversarial attacks and defenses in machine learning and deep neural network (DNN) have
been gaining significant attention due to the rapidly growing applications of deep learning in …

Intelligent computing: The latest advances, challenges, and future

S Zhu, T Yu, T Xu, H Chen, S Dustdar, S Gigan… - Intelligent …, 2023 - spj.science.org
Computing is a critical driving force in the development of human civilization. In recent years,
we have witnessed the emergence of intelligent computing, a new computing paradigm that …

Transmission power control for over-the-air federated averaging at network edge

X Cao, G Zhu, J Xu, S Cui - IEEE Journal on Selected Areas in …, 2022 - ieeexplore.ieee.org
Over-the-air computation (AirComp) has emerged as a new analog power-domain non-
orthogonal multiple access (NOMA) technique for low-latency model/gradient-updates …

UAV trajectory planning for AoI-minimal data collection in UAV-aided IoT networks by transformer

B Zhu, E Bedeer, HH Nguyen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Maintaining freshness of data collection in Internet-of-Things (IoT) networks has attracted
increasing attention. By taking into account age-of-information (AoI), we investigate the …

Pervasive AI for IoT applications: A survey on resource-efficient distributed artificial intelligence

E Baccour, N Mhaisen, AA Abdellatif… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Artificial intelligence (AI) has witnessed a substantial breakthrough in a variety of Internet of
Things (IoT) applications and services, spanning from recommendation systems and speech …

Explainable AI over the Internet of Things (IoT): Overview, state-of-the-art and future directions

SK Jagatheesaperumal, QV Pham… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
Explainable Artificial Intelligence (XAI) is transforming the field of Artificial Intelligence (AI) by
enhancing the trust of end-users in machines. As the number of connected devices keeps on …

IRS empowered UAV wireless communication with resource allocation, reflecting design and trajectory optimization

X Zhang, H Zhang, W Du, K Long… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
As revolutionary technologies that can actively change the communication link signal,
intelligent reflecting surface (IRS) and unmanned aerial vehicle (UAV) have emerged as …

A comprehensive survey on applications of AI technologies to failure analysis of industrial systems

S Bi, C Wang, B Wu, S Hu, W Huang, W Ni… - Engineering Failure …, 2023 - Elsevier
Component reliability plays a pivotal role in industrial systems, which are evolving with
larger complexity and higher dimensionality of data. It is insufficient to ensure reliability and …

Distributed massive MIMO for LEO satellite networks

MY Abdelsadek, GK Kurt… - IEEE Open Journal of …, 2022 - ieeexplore.ieee.org
The ultra-dense deployment of interconnected satellites will characterize future low Earth
orbit (LEO) mega-constellations. Exploiting this towards a more efficient satellite network …