Semantics-empowered Wireless Connectivity: Theoretical and Algorithmic Foundations

Project Information

SONATA

Grant agreement ID: 101003431

DOI

10.3030/101003431

EC signature date 1 February 2021

Start date 1 April 2021

End date 31 March 2026

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 1 991 598,00

EU contribution

€ 1 991 598,00

Coordinated by

UNIVERSIDAD DE GRANADA
Spain

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Peer reviewed articles (10)

Semantics-Empowered Communication for Networked Intelligent Systems

Author(s): Marios Kountouris, Nikolaos Pappas
Published in: IEEE Communications Magazine, Issue vol. 59, no. 6, June 2021, 2021, Page(s) 96-102, ISSN 0163-6804
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mcom.001.2000604

A Perspective on Time Toward Wireless 6G

Author(s): Petar Popovski, Federico Chiariotti, Kaibin Huang, Anders E. Kalør, Marios Kountouris, Nikolaos Pappas, Beatriz Soret
Published in: Proceedings of the IEEE, Issue vol. 110, no. 8, pp. 1116-1146, August 2022, 2022, Page(s) 1116-1146,, ISSN 0018-9219
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jproc.2022.3190205

Communication-Efficient Distributionally Robust Decentralized Learning

Author(s): Matteo Zecchin, Marios Kountouris, David Gesbert
Published in: Transactions on Machine Learning Research, 2023, ISSN 2835-8856
Publisher: openreview.net

Goal-Oriented Policies for Cost of Actuation Error Minimization in Wireless Autonomous Systems

Author(s): Emmanouil Fountoulakis, Nikolaos Pappas, Marios Kountouris
Published in: IEEE Communications Letters, Issue vol. 27, no. 9, 2023, Page(s) 2323-2327, ISSN 1089-7798
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcomm.2023.3288070

Robust Bayesian Learning for Reliable Wireless AI: Framework and Applications

Author(s): Matteo Zecchin, Sangwoo Park, Osvaldo Simeone, Marios Kountouris, David Gesbert
Published in: IEEE Transactions on Cognitive Communications and Networking, Issue vol. 9, no. 4, 2023, Page(s) 897-912, ISSN 2332-7731
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tccn.2023.3261300

Robust PACm: Training Ensemble Models Under Misspecification and Outliers

Author(s): Matteo Zecchin, Sangwoo Park, Osvaldo Simeone, Marios Kountouris, David Gesbert
Published in: IEEE Transactions on Neural Networks and Learning Systems, 2023, Page(s) 1-15, ISSN 2162-237X
Publisher: IEEE Computational Intelligence Society
DOI: 10.1109/tnnls.2023.3295168

State-aware Real-time Tracking and Remote Reconstruction of a Markov Source

Author(s): Mehrdad Salimnejad, Marios Kountouris, Nikolaos Pappas
Published in: IEEE/KICS Journal of Communications and Networks (JCN), 2023, Page(s) 657 - 669, ISSN 1229-2370
Publisher: Korean Institute of Communication Sciences
DOI: 10.23919/jcn.2023.000035

Goal-Oriented Communications for the IoT and Application to Data Compression

Author(s): Chao Zhang, Hang Zou, Samson Lasaulce, Walid Saad, Marios Kountouris, Mehdi Bennis
Published in: IEEE Internet of Things Magazine, Issue vol. 5, no. 4, 2022, Page(s) 58 - 63, ISSN 2576-3180
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/iotm.001.2200177

Blind Goal-Oriented Massive Access for Future Wireless Networks

Author(s): Sajad Daei, Marios Kountouris
Published in: IEEE Transactions on Signal Processing, Issue vol. 71, 2023, Page(s) 901-916, ISSN 1053-587X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tsp.2023.3254140

The Role of Fidelity in Goal-Oriented Semantic Communication: A Rate Distortion Approach

Author(s): Photios A. Stavrou, Marios Kountouris
Published in: IEEE Transactions on Communications, Issue vol. 71, no. 7, 2023, Page(s) 3918-3931, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2023.3274122

Conference proceedings (12)

Blind Asynchronous Goal-Oriented Detection for Massive Connectivity

Author(s): Sajad Daei, Saeed Razavikia, Marios Kountouris, Mikael Skoglund, Gabor Fodor and Carlo Fischione,
Published in: 2023 21st International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), Issue 24-27 August 2023, 2023, ISBN 978-3-903176-55-3
Publisher: IEEE
DOI: 10.23919/wiopt58741.2023.10349818

Computation of Rate-Distortion-Perception Function under f-Divergence Perception Constraints

Author(s): Giuseppe Serra, Photios A. Stavrou, Marios Kountouris
Published in: 2023 IEEE International Symposium on Information Theory (ISIT), 2023, ISBN 978-1-6654-7555-6
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/isit54713.2023.10206646

Goal-Oriented Single-Letter Codes for Lossy Joint Source-Channel Coding

Author(s): Photios A. Stavrou, Marios Kountouris
Published in: 2023 IEEE Information Theory Workshop (ITW), 2023, ISBN 979-8-3503-0150-2
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/itw55543.2023.10160232

Semantics-Aware Source Coding in Status Update Systems

Author(s): Pouya Agheli, Nikolaos Pappas, Marios Kountouris
Published in: 2022 IEEE International Conference on Communications Workshops (ICC Workshops), Issue May 2022 (virtual), 2022, Page(s) 169-174, ISBN 978-1-6654-2672-5
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/iccworkshops53468.2022.9814691

A Rate Distortion Approach to Goal-Oriented Communication

Author(s): Photios A. Stavrou, Marios Kountouris
Published in: 2022 IEEE International Symposium on Information Theory, Issue June-July 2022, 2022, Page(s) 590-595, ISBN 978-1-6654-2159-1
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/isit50566.2022.9834593

Multi-User Distributed Computing Via Compressed Sensing

Author(s): Ali Khalesi, Sajad Daei, Marios Kountouris, Petros Elia
Published in: 2023 IEEE Information Theory Workshop (ITW), 2023, Page(s) 509-514, ISBN 979-8-3503-0150-2
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/itw55543.2023.10160241

Importance-aware Sampling of a Two-State Markov Source for Real-time Tracking

Author(s): Mehrdad Salimnejad, Marios Kountouris, Nikolaos Pappas
Published in: 2023 57th Asilomar Conference on Signals, Systems, and Computers, 2023, ISBN 979-8-3503-2574-4
Publisher: IEEE
DOI: 10.1109/ieeeconf59524.2023.10477015

Goal-Oriented Communication For Real-Time Tracking In Autonomous Systems

Author(s): Nikolaos Pappas, Marios Kountouris
Published in: 2021 IEEE International Conference on Autonomous Systems (IEEE ICAS), Issue August 2021 (virtual), 2021, Page(s) 1-5, ISBN 978-1-7281-7290-3
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/icas49788.2021.9551200

Towards Disentangling Information Paths with Coded ResNeXt

Author(s): Apostolos Avranas and Marios Kountouris
Published in: Advances in Neural Information Processing Systems (NeurIPS), Issue 35, 2022
Publisher: Curran Associates, Inc.

Real-time Remote Reconstruction of a Markov Source and Actuation over Wireless

Author(s): Mehrdad Salimnejad, Marios Kountouris, Nikolaos Pappas
Published in: 2023 IEEE International Conference on Communications Workshops (ICC Workshops), 2023, ISBN 979-8-3503-3308-4
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/iccworkshops57953.2023.10283717

Semantic Source Coding for Two Users with Heterogeneous Goals

Author(s): Pouya Agheli, Nikolaos Pappas, Marios Kountouris
Published in: 2022 IEEE Global Communications Conference (GLOBECOM 2022), 2022, ISBN 978-1-6654-3541-3
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/globecom48099.2022.10001230

Indirect Rate Distortion Functions with f-Separable Distortion Criterion

Author(s): Photios A. Stavrou, Yanina Shkel, Marios Kountouris
Published in: 2023 IEEE International Symposium on Information Theory (ISIT), 2023, Page(s) 1050-1055, ISBN 978-1-6654-7555-6
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/isit54713.2023.10206789