Semantic Information Theory

This Reprint collects cutting-edge research from the highly regarded Entropy Special Issue "Semantic Information Theory." As modern communication systems evolve for applications like 6G, IoT, and autonomous driving, the focus shifts from merely transmitting bits to efficiently conveying task-specifi...

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Formato: Online
Idioma:inglês
Publicado em: MDPI - Multidisciplinary Digital Publishing Institute 2026
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Acesso em linha:ONIX_20260416T142754_9783725858071_21
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collection Directory of Open Access Books
description This Reprint collects cutting-edge research from the highly regarded Entropy Special Issue "Semantic Information Theory." As modern communication systems evolve for applications like 6G, IoT, and autonomous driving, the focus shifts from merely transmitting bits to efficiently conveying task-specific meaning. The Special Issue bridges classical information theory with modern AI, exploring the foundations of semantic communication. It features two comprehensive reviews and ten original research articles, organized into two key themes: advancing semantic rate–distortion theory and designing efficient semantic communication systems. This Reprint serves as an important resource for researchers and practitioners navigating the complex transition toward truly intelligent, task-driven communication networks.
format Online
id doab-20.500.12854ir-175016
institution Directory of Open Access Books
language eng
publishDate 2026
publishDateRange 2026
publishDateSort 2026
publisher MDPI - Multidisciplinary Digital Publishing Institute
publisherStr MDPI - Multidisciplinary Digital Publishing Institute
record_format ojs
spelling doab-20.500.12854ir-1750162026-04-16T18:20:03Z Semantic Information Theory Tao, Meixia Niu, Kai Wu, Youlong Semantic communication Rate-distortion Joint source-channel coding Source coding Information bottleneck thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries This Reprint collects cutting-edge research from the highly regarded Entropy Special Issue "Semantic Information Theory." As modern communication systems evolve for applications like 6G, IoT, and autonomous driving, the focus shifts from merely transmitting bits to efficiently conveying task-specific meaning. The Special Issue bridges classical information theory with modern AI, exploring the foundations of semantic communication. It features two comprehensive reviews and ten original research articles, organized into two key themes: advancing semantic rate–distortion theory and designing efficient semantic communication systems. This Reprint serves as an important resource for researchers and practitioners navigating the complex transition toward truly intelligent, task-driven communication networks. 2026-04-16T18:19:51Z 2026-04-16T18:19:51Z 2025 book ONIX_20260416T142754_9783725858071_21 9783725858071 9783725858088 https://directory.doabooks.org/handle/20.500.12854/175016 eng application/octet-stream Attribution 4.0 International https://mdpi.com/books/ https://mdpi.com/books/pdfview/book/11916 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-7258-5808-8 10.3390/books978-3-7258-5808-8 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783725858071 9783725858088 318 CH open access
spellingShingle Semantic communication
Rate-distortion
Joint source-channel coding
Source coding
Information bottleneck
thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries
Semantic Information Theory
title Semantic Information Theory
title_full Semantic Information Theory
title_fullStr Semantic Information Theory
title_full_unstemmed Semantic Information Theory
title_short Semantic Information Theory
title_sort semantic information theory
topic Semantic communication
Rate-distortion
Joint source-channel coding
Source coding
Information bottleneck
thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries
topic_facet Semantic communication
Rate-distortion
Joint source-channel coding
Source coding
Information bottleneck
thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries
url ONIX_20260416T142754_9783725858071_21