Semantic Communication: A Survey on Research Landscape, Challenges, and Future Directions
Amid the global rollout of fifth-generation (5G) services, researchers in academia, industry, and national laboratories have been developing proposals for the sixth-generation […]
The Role of Real-World Statistical Regularities in Visual Perception
Multiple models of vision propose that perception involves a process of prediction and verification. Here we argue that real-world statistical regularities—representations that, […]
Discovery of 6G Services and Resources in Edge-Cloud-Continuum
The advent of 6G networks will present a pivotal juncture in the evolution of telecommunications, marked by the proliferation of devices, dynamic […]
Latency-Aware Generative Semantic Communications With Pre-Trained Diffusion Models
Generative foundation AI models have recently shown great success in synthesizing natural signals with high perceptual quality using only textual prompts and […]
Semantic Revolution from Communications to Orchestration for 6G: Challenges, Enablers, and Research Directions
In the context of emerging 6G services, the realization of everything-to-everything interactions involving a myriad of physical and digital entities presents a […]
I2GF-Net: Inter-layer Information Guidance Feedback Networks for Wood Surface Defect Detection in Complex Texture Backgrounds
Visual surface defect detection is crucial for product quality control in the large-scale wood manufacturing industry. This study focuses on how to […]
Semantics Alignment Via Split Learning for Resilient Multi-User Semantic Communication
Recent studies on semantic communication commonly rely on neural network (NN) based transceivers such as deep joint source and channel coding (DeepJSCC). […]
Semantic and Logical Communication-Control Co-Design for Correlated Dynamical Systems
In this study, we delve into the intricacies of semantic communication-control co-design (CoCoCo) for wireless mixed logical dynamical (MLD) systems operating under […]