File(s) under permanent embargo
A Unified View on Semantic Information and Communication: A Probabilistic Logic Approach
conference contribution
posted on 2022-10-19, 05:36 authored by Jinho ChoiJinho Choi, Seng LokeSeng Loke, Jihong ParkJihong ParkThis article aims to provide a unified and technical approach to semantic information, communication, and their interplay through the lens of probabilistic logic. To this end, on top of the existing technical communication (TC) layer, we additionally introduce a semantic communication (SC) layer that exchanges logically meaningful clauses in knowledge bases. To make these SC and TC layers interact, we propose various measures based on the entropy of a clause in a knowledge base. These measures allow us to delineate various technical issues on SC such as a message selection problem for improving the knowledge at a receiver. Extending this, we showcase selected examples in which SC and TC layers interact with each other while taking into account constraints on physical channels.
History
Pagination
705 - 710ISBN-13
9781665426718Publication classification
E1 Full written paper - refereedTitle of proceedings
2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022Usage metrics
Categories
No categories selectedKeywords
Licence
Exports
RefWorks
BibTeX
Ref. manager
Endnote
DataCite
NLM
DC