An Autoencoder-Based Task-Oriented Semantic Communication System for M2M Communication

An Autoencoder-Based Task-Oriented Semantic Communication System for M2M Communication

Semantic communication (SC) is a communication paradigm that has gained significant attention, as it offers a potential solution to move beyond Shannon’s formulation in bandwidth-limited communication channels by delivering the semantic meaning of the message rather than its exact form. In this pape...

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Bibliographic Details
Main Authors: Prabhath Samarathunga, Hossein Rezaei, Maheshi Lokumarambage, Thushan Sivalingam, Nandana Rajatheva, Anil Fernando
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Algorithms
Subjects:
autoencoder
error-correcting codes
M2M communication
polar codes
semantic coding
semantic communication
Online Access:https://www.mdpi.com/1999-4893/17/11/492
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