Machine intelligence techniques for next-generation context-aware wireless networks

TE Bogale, X Wang, LB Le - arXiv preprint arXiv:1801.04223, 2018 - arxiv.org
The next generation wireless networks (ie 5G and beyond), which would be extremely
dynamic and complex due to the ultra-dense deployment of heterogeneous networks …

Unleashing the power of edge-cloud generative ai in mobile networks: A survey of aigc services

M Xu, H Du, D Niyato, J Kang, Z Xiong… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Artificial Intelligence-Generated Content (AIGC) is an automated method for generating,
manipulating, and modifying valuable and diverse data using AI algorithms creatively. This …

Large language models empowered autonomous edge AI for connected intelligence

Y Shen, J Shao, X Zhang, Z Lin, H Pan… - IEEE …, 2024 - ieeexplore.ieee.org
The evolution of wireless networks gravitates towards connected intelligence, a concept that
envisions seamless interconnectivity among humans, objects, and intelligence in a hyper …

Language-oriented communication with semantic coding and knowledge distillation for text-to-image generation

H Nam, J Park, J Choi, M Bennis… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
By integrating recent advances in large language models (LLMs) and generative models
into the emerging semantic communication (SC) paradigm, in this article we put forward to a …

From cloud-based communications to cognition-based communications: A computing perspective

M Chen, VCM Leung - Computer Communications, 2018 - Elsevier
Traditional cloud-based communications provide powerful cloud computing services.
However, simply supporting intensive data processing is not sufficient, especially when …

Beyond transmitting bits: Context, semantics, and task-oriented communications

D Gündüz, Z Qin, IE Aguerri, HS Dhillon… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Communication systems to date primarily aim at reliably communicating bit sequences.
Such an approach provides efficient engineering designs that are agnostic to the meanings …

Joint coding-modulation for digital semantic communications via variational autoencoder

Y Bo, Y Duan, S Shao, M Tao - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Semantic communications have emerged as a new paradigm for improving communication
efficiency by transmitting the semantic information of a source message that is most relevant …

Optimizing mobile-edge AI-generated everything (AIGX) services by prompt engineering: Fundamental, framework, and case study

Y Liu, H Du, D Niyato, J Kang, S Cui, X Shen… - IEEE …, 2023 - ieeexplore.ieee.org
As the next-generation paradigm for content creation, AI-Generated Content (AIGC), ie,
generating content automatically by Generative AI (GAI) based on user prompts, has gained …

Swin transformer-based dynamic semantic communication for multi-user with different computing capacity

LX Nguyen, YL Tun, YK Tun… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Semantic communication has gained significant attention from researchers as a promising
technique to replace conventional communication in the next generation of communication …

Understand-before-talk (UBT): A semantic communication approach to 6G networks

SR Pokhrel, J Choi - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
In Shannon theory, semantic aspects of communication were identified but considered
irrelevant to the technical communication problems. Semantic communication (SC) …