Large Language Models (LLMs) for Semantic Communication in Edge-based IoT Networks

C. E. Shannon and W. Weaver, The Mathematical Theory of Communication . University of Illinois Press, 1949

1949

Earlier work this paper cites.

C. E. Shannon and W. Weaver, The Mathematical Theory of Communication . University of Illinois Press, 1949

1949

Earlier work this paper cites.

J. Park, S. Samarakoon, A. Elgabli, J. Kim, M. Bennis, S.-L. Kim, and M. Debbah, “Communication-efficient and distributed learning over wireless networks: Principles and applications,” Proceedings of the IEEE , vol. 109, no. 5, pp. 796–819, 2021

2021

Earlier work this paper cites.

H. Xie, Z. Qin, G. Y. Li, and B.-H. Juang, “Deep learning enabled semantic communication systems,” IEEE Transactions on Signal Processing , vol. 69, pp. 2663–2675, 2021

2021

Earlier work this paper cites.

J. Park, S. Samarakoon, A. Elgabli, J. Kim, M. Bennis, S.-L. Kim, and M. Debbah, “Communication-efficient and distributed learning over wireless networks: Principles and applications,” Proceedings of the IEEE , vol. 109, no. 5, pp. 796–819, 2021

2021

Earlier work this paper cites.

H. Xie, Z. Qin, G. Y. Li, and B.-H. Juang, “Deep learning enabled semantic communication systems,” IEEE Transactions on Signal Processing , vol. 69, pp. 2663–2675, 2021

2021

Earlier work this paper cites.

X. Luo, H. Chen, and Q. Guo, “Semantic communications: Overview, open issues, and future research directions,” IEEE Wireless Communications , vol. 29, no. 1, pp. 210–219, 2022

2022

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A. Kalita and M. Khatua, “6TiSCH – IPv6 enabled open stack IoT network formation: A review,” ACM Trans. Internet Things , vol. 3, no. 3, pp. 24:1–24:36, Jul. 2022

2022

Earlier work this paper cites.

X. Luo, H. Chen, and Q. Guo, “Semantic communications: Overview, open issues, and future research directions,” IEEE Wireless Communications , vol. 29, no. 1, pp. 210–219, 2022

2022

Cited alongside, same era.

A. Kalita and M. Khatua, “6TiSCH – IPv6 enabled open stack IoT network formation: A review,” ACM Trans. Internet Things , vol. 3, no. 3, pp. 24:1–24:36, Jul. 2022

2022

Cited alongside, same era.

J. Dai, P. Zhang, K. Niu, S. Wang, Z. Si, and X. Qin, “Communication beyond transmitting bits: Semantics-guided source and channel coding,” IEEE Wireless Communications , vol. 30, no. 4, pp. 170–177, 2023

2023

Cited alongside, same era.

D. Gündüz, Z. Qin, I. E. Aguerri, H. S. Dhillon, Z. Yang, A. Yener, K. K. Wong, and C.-B. Chae, “Beyond transmitting bits: Context, semantics, and task-oriented communications,” IEEE Journal on Selected Areas in Communications , vol. 41, no. 1, pp. 5–41, 2023

2023

Cited alongside, same era.

S. Barbarossa, D. Comminiello, E. Grassucci, F. Pezone, S. Sardellitti, and P. Di Lorenzo, “Semantic communications based on adaptive generative models and information bottleneck,” IEEE Communications Magazine , vol. 61, no. 11, pp. 36–41, 2023

2023

Later among the works it cites.

H. Nam, J. Park, J. Choi, M. Bennis, and S.-L. Kim, “Language-oriented communication with semantic coding and knowledge distillation for text-to-image generation,” arXiv:2309.11127, 2023. [Online]. Available: https://arxiv.org/abs/2309.11127

Original

2023

Later among the works it cites.

E. Grassucci, J. Park, S. Barbarossa, S.-L. Kim, J. Choi, and D. Comminiello, “Generative AI meets semantic communication: Evolution and revolution of communication tasks,” arXiv:2401.06803, 2024. [Online]. Available: https://arxiv.org/abs/2401.06803

Original

2024

Closest in time.

A. Hazra, A. Kalita, and M. Gurusamy, “Meeting the requirements of internet of things: The promise of edge computing,” IEEE Internet of Things Journal , vol. 11, no. 5, pp. 7474–7498, 2024

2024