[HTML][HTML] Edge AI: a survey

R Singh, SS Gill - Internet of Things and Cyber-Physical Systems, 2023 - Elsevier
Artificial Intelligence (AI) at the edge is the utilization of AI in real-world devices. Edge AI
refers to the practice of doing AI computations near the users at the network's edge, instead …

Reinforcement learning-based physical cross-layer security and privacy in 6G

X Lu, L Xiao, P Li, X Ji, C Xu, S Yu… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Sixth-generation (6G) cellular systems will have an inherent vulnerability to physical (PHY)-
layer attacks and privacy leakage, due to the large-scale heterogeneous networks with …

Anomaly traffic detection based on communication-efficient federated learning in space-air-ground integration network

H Xu, S Han, X Li, Z Han - IEEE Transactions on Wireless …, 2023 - ieeexplore.ieee.org
In this paper, we study the architectures of space-air-ground integration network (SAGIN)
proposed by domestic scientific research institutes, and put forward an collaborative federal …

Green edge AI: A contemporary survey

Y Mao, X Yu, K Huang, YJA Zhang… - Proceedings of the …, 2024 - ieeexplore.ieee.org
Artificial intelligence (AI) technologies have emerged as pivotal enablers across a multitude
of industries, including consumer electronics, healthcare, and manufacturing, largely due to …

Collaborative and privacy-preserving retired battery sorting for profitable direct recycling via federated machine learning

S Tao, H Liu, C Sun, H Ji, G Ji, Z Han, R Gao… - Nature …, 2023 - nature.com
Unsorted retired batteries with varied cathode materials hinder the adoption of direct
recycling due to their cathode-specific nature. The surge in retired batteries necessitates …

Double-gradient-structured composite aerogels for ultra-high-performance moisture energy harvesting

X Zhang, Z Dai, J Chen, X Chen, X Lin… - Energy & …, 2023 - pubs.rsc.org
Currently, the introduction of a gradient structure in moisture-electricity generators (MEGs)
has been shown to significantly improve their output performance. However, due to the …

Metal–support interactions in metal oxide-supported atomic, cluster, and nanoparticle catalysis

D Leybo, UJ Etim, M Monai, SR Bare… - Chemical Society …, 2024 - pubs.rsc.org
Supported metal catalysts are essential to a plethora of processes in the chemical industry.
The overall performance of these catalysts depends strongly on the interaction of adsorbates …

Decentral and incentivized federated learning frameworks: A systematic literature review

L Witt, M Heyer, K Toyoda, W Samek… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
The advent of federated learning (FL) has sparked a new paradigm of parallel and
confidential decentralized machine learning (ML) with the potential of utilizing the …

Environment‐Responsive Therapeutic Platforms for the Treatment of Implant Infection

Y Hu, S Li, H Dong, L Weng, L Yuwen… - Advanced …, 2023 - Wiley Online Library
The application of medical implants has greatly improved the survival rate and life quality of
patients. Nevertheless, in recent years, there are increasing cases of implant dysfunction or …

Plant diversity drives positive microbial associations in the rhizosphere enhancing carbon use efficiency in agricultural soils

LA Domeignoz-Horta, SL Cappelli, R Shrestha… - Nature …, 2024 - nature.com
Expanding and intensifying agriculture has led to a loss of soil carbon. As agroecosystems
cover over 40% of Earth's land surface, they must be part of the solution put in action to …