A survey on goal-oriented semantic communication: Techniques, challenges, and future directions

TM Getu, G Kaddoum, M Bennis - IEEE Access, 2024 - ieeexplore.ieee.org
Although many proposals have been developed for the sixth-generation (6G) technology,
realizing 6G is fraught with numerous fundamental interdisciplinary, multidisciplinary, and …

Semantic Revolution from Communications to Orchestration for 6G: Challenges, Enablers, and Research Directions

M Shokrnezhad, H Mazandarani, T Taleb… - IEEE …, 2024 - ieeexplore.ieee.org
In the context of emerging 6G services, the realization of everything-to-everything
interactions involving a myriad of physical and digital entities presents a crucial challenge …

Semantic change driven generative semantic communication framework

W Yang, Z Xiong, H Du, Y Yuan… - 2024 IEEE Wireless …, 2024 - ieeexplore.ieee.org
The burgeoning generative artificial intelligence technology offers novel insights into the
development of semantic communication (SemCom) frameworks. These frameworks hold …

cXR+ Voxel-based semantic compression for networked immersion

S Rezwan, H Wu, JA Cabrera, GT Nguyen… - IEEE …, 2023 - ieeexplore.ieee.org
Extended Reality (XR) applications, which may encompass Augmented Reality (AR) and
Virtual Reality (VR), commonly involve immersive virtual environments that are based on …

Large Generative Model Assisted 3D Semantic Communication

F Jiang, Y Peng, L Dong, K Wang, K Yang… - arXiv preprint arXiv …, 2024 - arxiv.org
Semantic Communication (SC) is a novel paradigm for data transmission in 6G. However,
there are several challenges posed when performing SC in 3D scenarios: 1) 3D semantic …

Semantic communications for image-based sign language transmission

V Kouvakis, SE Trevlakis… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
Semantic information representation in image-based communication often employs feature
vectors, lacking interpretability and posing challenges for human comprehension. This …

Advances and challenges in semantic communications: A systematic review

P Zhang, Y Liu, Y Song, J Zhang - National Science Open, 2024 - nso-journal.org
Inspired by the recent success of machine learning (ML), the concept of semantic
communication introduced by Weaver in 1949 has gained significant attention and has …

Towards Natively Intelligent Semantic Communications and Networking

SE Trevlakis, N Pappas… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
As the process of envisioning, researching, and strategizing for 6G communications has
commenced, we present our vision on the role of semantic communications (SemCom) in …

Adversarial Reinforcement Learning based Data Poisoning Attacks Defense for Task-Oriented Multi-User Semantic Communication

J Peng, H Xing, L Xu, S Luo, P Dai… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Multi-user semantic communication (MUSC) has emerged as a promising paradigm for
future 6G networks and applications, where massive clients (eg, mobile devices) …

A Semantic Communication Approach for Multiscene Target Detection in Intelligent Vehicle Networks

Z Wan, S Liu, Z Xu, W Ni, S Ye… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
As intelligent vehicle networks become integral to modern transportation systems, the need
for accurate and efficient multi-scene target detection in complex urban environments is …