Pushing AI to wireless network edge: An overview on integrated sensing, communication, and computation towards 6G

G Zhu, Z Lyu, X Jiao, P Liu, M Chen, J Xu, S Cui… - Science China …, 2023 - Springer
Pushing artificial intelligence (AI) from central cloud to network edge has reached board
consensus in both industry and academia for materializing the vision of artificial intelligence …

A survey on integrated sensing, communication, and computation

D Wen, Y Zhou, X Li, Y Shi, K Huang… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
The forthcoming generation of wireless technology, 6G, promises a revolutionary leap
beyond traditional data-centric services. It aims to usher in an era of ubiquitous intelligent …

Over-the-Air Computation for 6G: Foundations, Technologies, and Applications

Z Wang, Y Zhao, Y Zhou, Y Shi, C Jiang… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
The rapid advancement of artificial intelligence technologies has given rise to diversified
intelligent services, which place unprecedented demands on massive connectivity and …

[HTML][HTML] Over-the-air federated learning: Status quo, open challenges, and future directions

B **ao, X Yu, W Ni, X Wang, HV Poor - Fundamental Research, 2024 - Elsevier
The development of applications based on artificial intelligence and implemented over
wireless networks is increasingly rapidly and is expected to grow dramatically in the future …

IoV-oriented integrated sensing, computation, and communication: System design and resource allocation

J Zhao, R Ren, D Zou, Q Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In future mobile communication systems, the deep integration of communication, sensing,
and computation has become a new trend. This article paper designs an integrated sensing …

Secure full duplex integrated sensing and communications

A Bazzi, M Chafii - IEEE Transactions on Information Forensics …, 2023 - ieeexplore.ieee.org
The following paper models a secure full duplex (FD) integrated sensing and
communication (ISAC) scenario, where malicious eavesdroppers aim at intercepting the …

Joint optimization of radar and communications performance in 6G cellular systems

M Ashraf, B Tan, D Moltchanov… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Dual functional radar communication (DFRC) is a promising approach that provides a viable
solution for the problem of spectrum sharing between communication and radar …

Integrated sensing-communication-computation for edge artificial intelligence

D Wen, X Li, Y Zhou, Y Shi, S Wu… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Edge artificial intelligence (AI) has been a promising solution towards 6G to empower a
series of advanced techniques such as digital twins, holographic projection, semantic …

RIS-assisted integrated sensing and communication systems: Joint reflection and beamforming design

MI Ismail, AM Shaheen, MM Fouda… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
The Integrated Sensing and Communication (ISAC) system merged with Reconfigurable
Intelligent Surface (RIS) has recently received much attention. This paper proposes an …

On the View-and-Channel Aggregation Gain in Integrated Sensing and Edge AI

X Chen, KB Letaief, K Huang - IEEE Journal on Selected Areas …, 2024 - ieeexplore.ieee.org
Sensing and edge artificial intelligence (AI) are two key features of the sixth-generation (6G)
mobile networks. Their natural integration, termed Integrated sensing and edge AI (ISEA), is …