Toward Semantic Communication Protocols: A Probabilistic Logic Perspective

Classical medium access control (MAC) protocols are interpretable, yet their task-agnostic control signaling messages (CMs) are ill-suited for emerging mission-critical applications. By contrast, neural network (NN) based protocol models (NPMs) learn to generate task-specific CMs, but their rational...

Full description

Saved in:

Bibliographic Details
Published in:	IEEE journal on selected areas in communications Vol. 41; no. 8; pp. 2670 - 2686
Main Authors:	Seo, Sejin, Park, Jihong, Ko, Seung-Woo, Choi, Jinho, Bennis, Mehdi, Kim, Seong-Lyun
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.08.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Access control Artificial neural networks Collision avoidance Logic programming Media Access Protocol medium access control (MAC) multi-agent deep reinforcement learning Neural networks Nonstationary environments Probabilistic logic probabilistic logic programming language (ProbLog) Programming languages protocol learning Protocols Reconfiguration Semantic communication protocol semantic information theory Semantics Task analysis Vocabulary
ISSN:	0733-8716, 1558-0008
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!