AI-Enhanced Cloud-Edge-Terminal Collaborative Network: Survey, Applications, and Future Directions
The cloud-edge-terminal collaborative network (CETCN) is considered as a novel paradigm
for emerging applications owing to its huge potential in providing low-latency and ultra …
for emerging applications owing to its huge potential in providing low-latency and ultra …
A Survey of PAPR Techniques Based on Machine Learning
Orthogonal Frequency Division Multiplexing (OFDM) is the modulation technology used in
Fourth Generation (4G) and Fifth Generation (5G) wireless communication systems, and it …
Fourth Generation (4G) and Fifth Generation (5G) wireless communication systems, and it …
Disruptive 6G architecture: Software-centric, AI-driven, and digital market-based mobile networks
AM Alberti, DGS Pivoto, TT Rezende, AVA Leal… - Computer Networks, 2024 - Elsevier
Mobile communications have followed a progression model detailed by the Gartner hype
cycle, from a proof-of-concept to widespread productivity. As fifth-generation (5G) mobile …
cycle, from a proof-of-concept to widespread productivity. As fifth-generation (5G) mobile …
Denoising diffusion probabilistic models for hardware-impaired communications
Generative AI has received significant attention among a spectrum of diverse industrial and
academic domains, thanks to the magnificent results achieved from deep generative models …
academic domains, thanks to the magnificent results achieved from deep generative models …
Semantic communication enhanced by knowledge graph representation learning
This paper investigates the advantages of representing and processing semantic knowledge
extracted into graphs within the emerging paradigm of semantic communications. The …
extracted into graphs within the emerging paradigm of semantic communications. The …
Optimizing multicarrier multiantenna systems for los channel charting
Channel charting (CC) consists in learning a map** between the space of raw channel
observations, made available from pilot-based channel estimation in multicarrier …
observations, made available from pilot-based channel estimation in multicarrier …
[PDF][PDF] WiGenAI: The symphony of wireless and generative AI via diffusion models
M Letafati, S Ali, M Latva-aho - ar** with denoising diffusion probabilistic models: A novel approach
With the incredible results achieved from generative pre-trained transformers (GPT) and
diffusion models, generative AI (GenAI) is envisioned to yield remarkable breakthroughs in …
diffusion models, generative AI (GenAI) is envisioned to yield remarkable breakthroughs in …
AI-Native Multi-Access Future Networks-The REASON Architecture
The development of the sixth generation of communication networks (6G) has been gaining
momentum over the past years, with a target of being introduced by 2030. Several initiatives …
momentum over the past years, with a target of being introduced by 2030. Several initiatives …
When and how to update AI/ML models in 6G resource-constrained network domains?
F Brito, JC Cisneros, Z Ghebretensaé… - 2024 Joint European …, 2024 - ieeexplore.ieee.org
Artificial intelligence and Machine Learning (AI/ML) are steadily becoming widespread
across all layers in the current mobile network generation. The next generation of networks …
across all layers in the current mobile network generation. The next generation of networks …