Neuro-symbolic causal reasoning meets signaling game for emergent semantic communications

CK Thomas, W Saad - IEEE Transactions on Wireless …, 2023 - ieeexplore.ieee.org
Semantic communication (SC) is an effective approach to communicate reliably with minimal
data transfer while simultaneously providing seamless connectivity. In this paper, a novel …

Deep learning based semantic communications: An initial investigation

H Xie, Z Qin, GY Li, BH Juang - GLOBECOM 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
Recently, deep learned enabled end-to-end (E2E) communication systems have been
developed to merge all physical layer blocks in the traditional communication systems …

Near-term prospects for semantic technologies

VR Benjamins, J Davies, R Baeza-Yates… - IEEE Intelligent …, 2008 - ieeexplore.ieee.org
Tor the past few years, the Semantic Web has been enjoying significant investment, mostly
through research but to a lesser extent through start-ups and commercial projects. A major …

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 …

Generative ai-driven semantic communication framework for nextg wireless network

AD Raha, MS Munir, A Adhikary, Y Qiao… - arXiv preprint arXiv …, 2023 - arxiv.org
This work designs a novel semantic communication (SemCom) framework for the next-
generation wireless network to tackle the challenges of unnecessary transmission of vast …

Semantic importance-aware communications using pre-trained language models

S Guo, Y Wang, S Li, N Saeed - IEEE Communications Letters, 2023 - ieeexplore.ieee.org
This letter proposes a semantic importance-aware communication (SIAC) scheme using pre-
trained language models (eg, ChatGPT, BERT, etc.). Specifically, we propose a cross-layer …

Adaptive bit rate control in semantic communication with incremental knowledge-based HARQ

Q Zhou, R Li, Z Zhao, Y Xiao… - IEEE Open Journal of the …, 2022 - ieeexplore.ieee.org
Semantic communication has witnessed a great progress with the development of natural
language processing (NLP) and deep learning (DL). Although existing semantic …

Large ai model-based semantic communications

F Jiang, Y Peng, L Dong, K Wang… - IEEE Wireless …, 2024 - ieeexplore.ieee.org
Semantic communication (SC) is an emerging intelligent paradigm, offering solutions for
various future applications like metaverse, mixed reality, and the Internet of everything …

Diffusion models for audio semantic communication

E Grassucci, C Marinoni, A Rodriguez… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
Directly sending audio signals from a transmitter to a receiver across a noisy channel may
absorb consistent bandwidth and be prone to errors when trying to recover the transmitted …

Rate-adaptive coding mechanism for semantic communications with multi-modal data

Y He, G Yu, Y Cai - IEEE Transactions on Communications, 2023 - ieeexplore.ieee.org
Recently, the ever-increasing demand for bandwidth in multi-modal communication systems
requires a paradigm shift. Powered by deep learning, semantic communications are applied …