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Special Issue "Foundations of Goal-Oriented Semantic Communication in Intelligent Networks"

A special issue of Entropy (ISSN 1099-4300). This special issue belongs to the section "Information Theory, Probability and Statistics".

Deadline for manuscript submissions: 25 November 2023 | Viewed by 216

Special Issue Editors

Dr. Photios A. Stavrou
E-Mail Website
Guest Editor
Communication Systems Department, EURECOM, 06410 Biot, France
Interests: information theory; stochastic control; optimization; game theory; semantic goal-oriented communications
Dr. Giulia Cervia
E-Mail Website
Guest Editor
IMT Nord Europe, Institut Mines-Télécom, Univ. Lille, CERI SN - Centre for Digital Systems, F-59000 Lille, France
Interests: information theory; privacy; semantic communication; compression; probability theory
Dr. Serkan Sarıtaş
E-Mail Website
Guest Editor
Department of Electrical and Electronics Engineering, Middle East Technical University, Ankara 06800, Turkey
Interests: game theory; networked control; communication theory; information theory; information security
Dr. Nikolaos Pappas
E-Mail Website
Guest Editor
Department of Computer and Information Science, Linköping University, 58183 Linköping, Sweden
Interests: age of information; goal-oriented semantics-aware communications; performance analysis and stochastic modeling; communication networks

Special Issue Information

Dear Colleagues,

With continued momentum around the deployment of 5G technologies, research communities in communications, control, and networking have already started looking at the requirements and technology components for the next generation of intelligent networks.  In the envisioned beyond-5G era, it is expected that data demands will continue to rapidly increase, leading to a world where everything is to be sensed and endowed with connected intelligence, fueled by the interconnection of myriad autonomous devices (robots, vehicles, drones, etc.). Consider, for example, data aggregated by an autonomous vehicle starting from at least 700 Mbit/s, whereas industrial Internet of Things deployments may deal with the transmission of 1 Gbit/s of aggregated data for remote actuation and digital twins. Gradually, wireless connectivity will become a true commodity that will serve a plethora of arising societal-scale applications such as consumer robotics, environmental monitoring and healthcare.

On the other hand, wireless connectivity is traditionally seen as a non-transparent data pipe carrying information whose importance, impact and usefulness for achieving a specific task have been deliberately set aside. This communication paradigm, although suitable for classical communication, is inefficient and inadequate to support the staggering amount of data and the timely communication needs of the next generation of intelligent networks. Therefore, it is vital to elevate wireless networks to generate, process and attempt to convey excessive real-time data using a new communication paradigm that accounts for the semantic goal-oriented importance of information that is generated, processed, transmitted, and utilized. 

In this Special Issue, we will consolidate the latest ideas and findings on the applications and theory of semantics and goal-oriented communications for networked intelligent systems.

Dr. Photios A. Stavrou
Dr. Giulia Cervia
Dr. Serkan Sarıtaş
Dr. Nikolaos Pappas
Guest Editors

Manuscript Submission Information

Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Entropy is an international peer-reviewed open access monthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2000 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

Keywords

  • goal-oriented compression
  • information bottleneck methods
  • goal-oriented joint source channel coding
  • information theoretic coordination
  • networked control systems
  • age of information
  • value of information
  • neuromorphic computing
  • semantic entropy
  • knowledge graphs
  • natural language processing
  • distributed function computation
  • machine learning
  • information theory
  • security and privacy aspects
  • game-theoretical models

Published Papers

This special issue is now open for submission.
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