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 …

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 …

Sencom: Integrated sensing and communication with practical wifi

Y He, J Liu, M Li, G Yu, J Han, K Ren - Proceedings of the 29th Annual …, 2023 - dl.acm.org
Given the fact that WiFi-based sensing can be realized by reusing WiFi communication
facilities and communication frequency bands, integrated sensing and communication …

Integrated sensing, communication, and computation with adaptive DNN splitting in multi-UAV networks

C Deng, X Fang, X Wang - IEEE Transactions on Wireless …, 2024 - ieeexplore.ieee.org
In this paper, we consider deploying multiple unmanned aerial vehicles (UAVs) to provide
integrated sensing, communication, and computation (ISCC) services. During serving …

A dual-functional sensing-communication waveform design based on OFDM

Y He, G Yu, Z Tang, J Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Integrated sensing and communication (ISAC) has emerged as a pivotal technology for next-
generation mobile networks to embed sensing function on communication waveforms. A …

Mean field game-based waveform precoding design for mobile crowd integrated sensing, communication, and computation systems

D Wang, C Huang, J He, X Chen… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Data collection and processing timely is crucial for mobile crowd integrated sensing,
communication, and computation (ISCC) systems with various applications such as smart …

Energy-Efficient Optimal Mode Selection for Edge AI Inference via Integrated Sensing-Communication-Computation

S Liu, D Wen, D Li, Q Chen, G Zhu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Existing edge inference methods only consider one paradigm, ie, one of on-device
inference, on-server inference, or edge-device cooperative inference. Each paradigm has its …

Joint device scheduling and resource allocation for iscc-based multi-view-multi-task inference

D Wang, D Wen, Y He, Q Chen… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
This article investigates an integrated sensing-communication-computation (ISCC)-based
multiview-multitask (MVMT) edge artificial intelligence inference system. Each device …

MR-FFL: A Stratified Community-Based Mutual Reliability Framework for Fairness-Aware Federated Learning in Heterogeneous UAV Networks

Z Zhou, Y Zhuang, H Li, S Huang… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Fairness-aware federated learning (FFL) plays a crucial role in mitigating bias against
specific demographic groups (eg, gender, race, and occupation) during collaborative …