Rezultaty
This final report will provide a holistic evaluation on enabling radio technologies and measurements from testbeds and describe current research trends economic forecast and a technology roadmap for the next 10 years towards 6G
Final dissemination and communication reportThis document will be the final report on dissemination and communication activities performed by the project including a final assessment of the impact achieved
Final models and measurements for localisation and sensingThis report will provide final models and measurements performance evaluation of new signal designs incl results from measurements from the OTA demonstration and algorithms and evaluation of locationbased services
Initial 6G VisionThis report will describe the initial 6G HexaX vision incl first use case and key value indicator aspects
Final AI-driven communication & computation co-design solutionsThis report will consolidate design of AIML solutions and provide evaluation on the addressed problem areas It will also provide insights on the implementation of the FEDXAI demo from an algorithm design point of view
Gap analysis and technical work plan for special-purpose functionalityThis report will summarise the identified gaps and provide an indepth survey of the identified specialpurpose solutions with the underlying technologies and methods for flexible topologies and dependable communication
Initial radio models and analysis towards ultra-high data rate links in 6GThis report will describe initial studies on key enabling radio technologies HW impairment models waveforms beamforming DMIMO algorithms channel measurements focusing on link level aspects of Tbps comms
Localisation and sensing use cases and gap analysisThis report will describe localisation use cases and an initial gap analysis It will present relevant models and propose approaches to solve localisation and mapping problems at 100300 GHz and initial findings on locationaided resource allocation methods
Intermediate dissemination and communication reportThis document will report on the dissemination and communication activities performed during the first year of the project It includes also an assessment of the impact achieved with respect to dissemination KPIs
Towards Tbps Communications in 6G: Use cases and Gap AnalysisThis report will describe use cases that are initially identified by Tbps Communications and conduct gap analysis with respect to hardware and system design
Analysis of 6G architectural enablers applicability and initial technological solutionsThis report will provide an analysis of architectural components developed in WP5 as well as the technological components developed in other WPs
Gaps, features and enablers for B5G/6G service management and orchestrationThis report will contain a thorough stateofthe art analysis as well as identified technological and business trends for service management and orchestration in 5G It will also identify major gaps to support to B5G scenarios
Hexa-X architecture for B5G/6G networks - final releaseThis report will present the final HexaX vision for B5G6G with final use cases links to the technical work on enablers final results on sustainability the E2E HexaX architecture including the security architecture and related security guidelines The document will be disseminated globally to support global discussion on 6G
Radio models and enabling techniques towards ultra-high data rate links and capacity in 6GThis final report will describe final radio models performance results based on analysis and system simulations Focus is on 6G radio system level studies for ultrahigh data rate links and capacity
Initial models and measurements for localisation and sensingThis report will provide models and measurements based on interaction with WP2 Results on new localisation and mapping algorithms will be provided along with updated findings on locationaided resource allocation methods
Special-purpose functionalities: final solutionsFinal discussion on gaps covered by specialpurpose functionalities and implemented solutions incl the PoC Extreme performance in handling unexpected situations in industrial contexts through B5G6G enablers demo setup and final results Contributions against projects KPIsKVIs will be also reported
AI-driven communication & computation co-design: gap analysis and blueprintThis report will document gaps build upon them and concentrate on associated problem areas statements to be addressed as well as on the description of solution directions
Special-purpose functionalities: intermediate solutionsThis report will describe results achieved on ultraflexible resource allocation and dependability with capabilities and limitations of the solutions for immersive digital twin and novel HMI First PoC results will be included
Initial Hexa-X vision, use cases and KVIsThis report will describe the vision to guide the future research towards B5G6G Use cases and key value indicators will be identified providing highlevel requirements and definitions of the deployment scenarios An initial set of sustainability targets and spectrum requirements will also be included as well as security guidelines
Hexa-X architecture for B5G/6G networks - initial releaseThis report will include an intermediate status update on use cases KVIs and spectrum as well as achievements with respect to sustainability final targets and progress of the project vs targets A draft of the E2E architecture will be delivered including a draft security architecture and updated guidelines for security
Design of service management and orchestration functionalitiesThis report will contain the design of service models data management strategy advance enablers orchestrator functionalities for endtoend service management
Final evaluation of service management and orchestration mechanismsThis report will gather the evaluation results of the implemented mechanisms tradeoff simulations prototyped functionalities for intelligent orchestration and service management
Initial 6G architectural components and enablersThis report will propose novel architectural concepts enabling intelligent distributed networks and new network topologies for addressing new use cases and architectural enablers for costefficient deployment of future networks
Final 6G architectural enablers and technological solutionsThis report will include the final set of architectural components starting from the ones defined in D51 as well as evaluations of selected components It will also report on the FEDXAI and FLEXTOP demo setups and results
AI-driven communication & computation co-design: initial solutionsThis report will describe AIML approaches developed in WP4 and their evaluation against the identified KPIs It will also describe AIML solutions for communications to be validated in the project
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2023
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IEEE
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10.1109/eucnc/6gsummit58263.2023.10188355
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Yi Geng; Vijaya Yajnanarayana; Ali Behravan; Erik Dahlman; Deep Shrestha
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EuCNC, 2021
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IEEE
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10.1109/eucnc/6gsummit51104.2021.9482524
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Corcuera Bárcena, José Luis; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio
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First Workshop on Online Learning from Uncertain Data Streams (OLUD 2022), Numer 3, 2022
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IEEE
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10.5281/zenodo.8033002
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Halbauer, Hardy; Wild, Thorsten
Opublikowane w:
EuCNC, 2021
Wydawca:
IEEE
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10.1109/EuCNC/6GSummit51104.2021.9482446
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Jose Ordonez-Lucena; Felix Dsouza
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NAI '22: Proceedings of the ACM SIGCOMM Workshop on Network-Application Integration, Numer 6, 2022, ISBN 9781450393959
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Association for Computing Machinery
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10.1145/3538401.3546825
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IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom) 2023, 2023
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IEEE
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Mohamed Sana; Emilio Calvanese Strinati
Opublikowane w:
Numer 2, 2022
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Ducange, Pietro; Marcelloni, Francesco; Micheli, Davide; Nardini, Giovanni; Renda, Alessandro; Sabella, Dario; Stea, Giovanni; Virdis, Antonio
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3rd National Conference on Artificial Intelligence (Ital-IA 2023), 2023
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CEUR Workshop Proceedings
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10.5281/zenodo.7989489
Autorzy:
Corcuera Bárcena, José Luis; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio; Schiavo, Alessio
Opublikowane w:
2023 IEEE International Conference on Fuzzy Systems (FuzzIEEE 2023), 2023
Wydawca:
IEEE
DOI:
10.1234/pending1234
Autorzy:
Muris Sarajlić; Nuutti Tervo; Aarno Pärssinen; Le Hang Nguyen; Hardy Halbauer; Kilian Roth; Vaidyanathan Kumar; Tommy Svensson; Ahmad Nimr; Stephan Zeitz; Meik Dörpinghaus; Gerhard Fettweis
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2023 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), Numer 6, 2023
Wydawca:
EuCNC/6G Summit 2023
DOI:
10.1109/EuCNC/6GSummit58263.2023.10188254
Autorzy:
Esteban Selva, Azeddine Gati, Marie-Hélène Hamon, Bahare M. Khorsandi, Stefan Wunderer, Serge Bories, Giorgio Calochira, Giuseppe Avino, Stefan Wänstedt, Pernilla Bergmark, Tommy Svensson, Marja Matinmikko-Blue
Opublikowane w:
GreenNET 2023, 2023
Wydawca:
IEEE
DOI:
10.5281/zenodo.8136016
Autorzy:
Uusitalo, Mikko Aleksi; Rugeland, Patrik; Boldi, Mauro; Calvanese Strinati, Emilio; Carrozzo, Gino; Demestichas, Panagiotis; Ericson, Mårten; Fettweis, Gerhard; Hamon, Marie-Helene; Latva-aho, Matti; Martrat, Josep; Parssinen, Aarno; Richerzhagen, Bjoern; Sabella, Dario; Schotten, Hans; Serrano, Pablo; Stea, Giovanni; Svensson, Tommy; Ustundag Soykan, Elif; Wikstrom, Gustav; Ziegler, Volker; Zou,
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EUCNC 2021, Porto, Portugal (virtual), 2021
Wydawca:
EuCNC
DOI:
10.5281/zenodo.5070053
Autorzy:
Garcia-Aviles, Gines; Garcia-Saavedra, Andres; Gramaglia, Marco; Costa-Perez, Xavier; Serrano, Pablo; Banchs, Albert
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MobiCom '21: Proceedings of the 27th Annual International Conference on Mobile Computing and Networking October 2021, 2021
Wydawca:
ACM
DOI:
10.5281/zenodo.5599123
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Le Hang Nguyen; Volker Braun; Hardy Halbauer; Thorsten Wild
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CCNC Jan. 2022, 2022
Wydawca:
IEEE
DOI:
10.5281/zenodo.5905809
Autorzy:
Francesco Barbarulo; Carlo Puliafito; Antonio Virdis; Enzo Mingozzi
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IEEE 33rd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2022
Wydawca:
IEEE
DOI:
10.1109/PIMRC54779.2022.9977561
Autorzy:
Jose Luis Corcuera Barcena; Mattia Daole; Pietro Ducange; Francesco Marcelloni; Alessandro Renda; Fabrizio Ruffini; Alessio Schiavo
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3rd Italian Workshop on Explainable Artificial Intelligence, 2022
Wydawca:
CEUR Workshop Proceedings
DOI:
10.5281/zenodo.7376626
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José Luis Corcuera Bárcena; Francesco Marcelloni; Alessandro Renda; Alessio Bechini; Pietro Ducange
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Proceedings of WILF 2021, the 13th International Workshop on Fuzzy Logic and Applications (WILF 2021), Numer 8, 2021
Wydawca:
CEUR Workshop Proceedings
DOI:
10.5281/zenodo.5962365
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Le Magoarou Luc; Yassine Taha; Paquelet Stéphane; Crussière Matthieu
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2022 IEEE International Conference on Acoustics, Speech and Signal Processing, 2022
Wydawca:
IEEE
DOI:
10.5281/zenodo.5905383
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Kyösti, Pekka; Zhang, Peize; de Guzman, Mar Francis; Haneda, Katsuyuki; Tervo, Nuutti; Pärssinen, Aarno
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Numer 18, 2022
Wydawca:
N/A
DOI:
10.5281/zenodo.7572142
Autorzy:
Gast, F.; Zeitz, S.; Dörpinghaus, M; Fettweis G. P.
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Proceedings of IEEE Statistical Signal Processing Workshop (SSP 2023), 2023
Wydawca:
IEEE
DOI:
10.1109/ssp53291.2023.10208060
Autorzy:
Mårten Ericsson; Massimo Condoluci; Patrik Rugeland; Stefan Wänstedt; Mehdi S.H. Abad; Omer Haliloglu; Merve Saimler; Luca Feltrin
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IEEE 4th 5G World Forum (5GWF), 2021
Wydawca:
IEEE
DOI:
10.5281/zenodo.5786280
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Bechini, Alessio; Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro
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2023 IEEE International Conference on Fuzzy Systems (FuzzIEEE), 2023
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IEEE
Autorzy:
Omer Haliloglu; Peng Lin
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2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall), Numer 16, 2022, ISSN 2577-2465
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IEEE
DOI:
10.5281/zenodo.7316444
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Olalekan Peter Adare; Haitham Babbili; Charitha Madapatha; Behrooz Makki; Tommy Svensson
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2021 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN), 2021
Wydawca:
IEEE
DOI:
10.1109/DySPAN53946.2021.9677384
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Henk Wymeersch; Deep Shrestha; Carlos H. M. de Lima; Vijaya Yajnanarayana; Bjorn Richerzhagen; Musa Furkan Keskin; Kim Schindhelm; Alejandro Ramirez; Andreas Wolfgang; Mar Francis de Guzman; Katsuyuki Haneda; Tommy Svensson; Robert Baldemair; Stefan Parkvall
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IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC vol.2021-September(2021), Numer 18, 2021
Wydawca:
IEEE
DOI:
10.48550/arxiv.2106.13023
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Pekka Kyösti; Katsuyuki Haneda; Jean-Marc Conrat; Aarno Pärssinen
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2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 2021
Wydawca:
EuCNC
DOI:
10.1109/EuCNC/6GSummit51104.2021.9482583
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Bin Han; Hans D. Schotten
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2022 IEEE Symposium on Computers and Communications (ISCC), 2022
Wydawca:
IEEE
DOI:
10.5281/zenodo.6592582
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Han, Bin; Sun, Mu-Xia; Muk, Lai-Kan; Schotten, Hans D.
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2022 IEEE 22nd International Conference on Software Quality, Reliability, and Security Companion (QRS-C), 2022
Wydawca:
IEEE
DOI:
10.1109/QRS-C57518.2022.00090
Autorzy:
Wymeersch, Henk; Shrestha, Deep; Morais de Lima, Carlos; Yajnanarayana, Vijaya; Richerzhagen, Björn; Keskin, Musa Furkan; Schindhelm, Kim; Ramirez, Alejandro; Wolfgang, Andreas; de Guzman, Mar Francis; Haneda, Katsuyuki; Svensson, Tommy; Baldemair, Robert; Parkvall, Stefan
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2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Numer 3, 2021
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IEEE
DOI:
10.1109/PIMRC50174.2021.9569364
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Vijaya Yajnanarayana; Dongdong Huang; Deep Shrestha; Yi Geng; Ali Behravan; Erik Dahlman
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IEEE PIMRC, 2021
Wydawca:
IEEE
DOI:
10.1109/PIMRC50174.2021.9569617
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Siyu Yuan; Bin Han; Dennis Krummacker; Hans D. Schotten
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IEEE Symposium on Computers and Communications (ISCC 2022), 2022
Wydawca:
IEEE
DOI:
10.5281/zenodo.6592598
Autorzy:
Han, Bin; Krummacker, Dennis; Zhou, Qiuheng; Schotten, Hans D.
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2023 IEEE International Conference on Communications (ICC), 2023
Wydawca:
IEEE
DOI:
10.48550/arXiv.2211.08407
Autorzy:
Le Magoarou Luc; Yassine Taha; Paquelet Stéphane; Crussière Matthieu
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Numer 23, 2022
Wydawca:
IEEE
DOI:
10.1109/IEEECONF56349.2022.10051826
Autorzy:
Omer Haliloglu; Elif Ustundag Soykan; Abdulrahman Alabbasi
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IEEE GLOBECOM 2021, 2021
Wydawca:
IEEE
DOI:
10.1109/GLOCOMW.2021.1570742670
Autorzy:
Ferhat karakoç; Leyli Karaçay; Ramin Fuladi; Elif Ustundag Soykan; Pınar Çomak; Utku Gülen
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First International Workshop on Artificial Intelligence in beyond 5G and 6G Wireless Net, Numer 13, 2022
Wydawca:
CEUR-WS.org
DOI:
10.5281/zenodo.7359885
Autorzy:
López, Diego; Bernardos, Carlos J.; Han, Bin; Morin, Cédric; de la Oliva, Antonio; Pastor, Antonio; Phan, Cao-Thanh; Porambage, Pawani; Schneider, Peter; Schotten, Hans Dieter; Soykan, Elif Ustundag; Tomur, Emrah
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EuCNC 2021 Workshop 8 From 5G to 6G Automated and Intelligent SecuriTy: FAST, 2021
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EuCNC
DOI:
10.5281/zenodo.5589577
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Larue, Guillaume; Dufrene, Louis-Adrien; Lampin, Quentin; Paul, Chollet; Ghauch, Hadi; Rekaya, Ghaya
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EuCNC 2021 - 6G Summit, Porto, Portugal, 8-11 June 2021, 2021
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EuCNC
DOI:
10.1109/EuCNC/6GSummit51104.2021.9482479
Autorzy:
Renda, Alessandro; Ducange, Pietro; Gallo, Gionatan; Marcelloni, Francesco
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2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE),, 2021
Wydawca:
IEEE
DOI:
10.1109/FUZZ45933.2021.9494509
Autorzy:
Pekka Kyösti; Nuutti Tervo; Markus Berg; Marko E. Leinonen; Klaus Nevala; Aarno Pärssinen
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2021 15th European Conference on Antennas and Propagation (EuCAP), 2021
Wydawca:
EuCAP
DOI:
10.23919/EuCAP51087.2021.9411237
Autorzy:
Filippou, Miltiadis; Lamprousi, Vasiliki; Mohammadi, Jafar; Merluzzi, Mattia; Ustundag Soykan, Elif; Borsos, Tamas; Rajatheva, Nandana; Rajapaksha, Nuwanthika; Le Magoarou, Luc; Piscione, Pietro; Benczur, Andras; Lampin, Quentin; Larue, Guillaume; Korpi, Dani; Ducange, Pietro; Renda, Alessandro; Farhadi, Hamed; Haraldson, Johan; Gomes Baltar, Leonardo; Calvanese Strinati, Emilio; Demestichas, Pana
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First International Workshop on Artificial Intelligence in beyond 5G and 6G Wireless Networks, Numer 1, 2022
Wydawca:
CEUR-WS.org
DOI:
10.5281/zenodo.7024514
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Heunchul Lee; Jaeseong Jeong; Zhao Wang
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2022 IEEE International Conference on Communications Workshops (ICC Workshops), Numer 8, 2022
Wydawca:
IEEE
DOI:
10.1109/iccworkshops53468.2022.9814568
Autorzy:
Corcuera Bárcena, José Luis; Ducange, Pietro; Marcelloni, Francesco; Nardini, Giovanni; Noferi, Alessandro; Renda, Alessandro; Stea, Giovanni; Virdis, Antonio
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Proceedings of First International Workshop on Artificial Intelligence in Beyond 5G and 6G Wireless Networks (AI6G 2022), 2022
Wydawca:
CEUR Workshop Proceedings
DOI:
10.5281/zenodo.7024525
Autorzy:
Yejian Chen; Jafar Mohammadi; Stefan Wesemann; Thorsten Wild
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2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring), Numer 2, 2021
Wydawca:
IEEE
DOI:
10.1109/vtc2021-spring51267.2021.9448950
Autorzy:
Milan Groshev;Javier Sacido; Jorge MartínPérez
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SIGCOMM '22: Proceedings of the SIGCOMM '22 Poster and Demo Session, 2022
Wydawca:
ACM
DOI:
10.1145/3546037.3546047
Autorzy:
Tamás Borsos; Massimo Condoluci; Marios Daoutis; Péter Hága; András Veres
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IEEE Wireless Communications and Networking Conference (WCNC), Numer 2022, 2022, Strona(/y) 2375-2380
Wydawca:
IEEE
DOI:
10.1109/wcnc51071.2022.9771543
Autorzy:
Wikström, Gustav; Schuler Scott, Arianna; Mesogiti, Ioanna; Stoica, Razvan-Andrei; Georgiev, Georgi; Barmpounakis, Sokratis; Gavras, Anastasius; Demestichas, Panagiotis; Hamon, Marie-Helene; Hallingby, Hanne-Stine; Lund, David
Opublikowane w:
Numer 56, 2022
Wydawca:
6G-IA
DOI:
10.5281/zenodo.6557534
Autorzy:
Nielsen, Lars; Gavras, Anastasius; Dieudonne, Michael; Mesogiti, Ioanna; Roosipuu, Priit; Houatra, Drissa; Kosmatos, Evangelos
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5GPPP TMV WG White paper, Numer 47, 2022
Wydawca:
5GPPP TMV WG
DOI:
10.5281/zenodo.6577506
Autorzy:
Frascolla, Valerio; Hummert, Matthias; Monsees, Tobias; Wübben, Dirk; Dekorsy, Armin; Michailow, Nicola; Döricht, Volkmar; Niedermeier, Christoph; Kaiser, Joachim; Bröring, Arne; Villnow, Michael; Wessel, Daniel; Geiser, Florian; Wissel, Matthias; Viseras, Alberto; Han, Bin; Richerzhagen, Björn; Schotten, Hans; Calandra, Davide; Lamberti, Fabrizio
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Intelligent Edge-Embedded Technologies for Digitising Industry, Numer 16, 2022
Wydawca:
River Publishers
DOI:
10.5281/zenodo.7314576
Autorzy:
Bin Han, Björn Richerzhagen, Hans Schotten, Davide Calandra, and Fabrizio Lamberti
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Intelligent Edge-Embedded Technologies for Digitising Industry, 2022
Wydawca:
River Publishers
DOI:
10.13052/rp-9788770226103
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Paolo Di Lorenzo; Mattia Merluzzi; Sergio Barbarossa
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Machine Learning and 5G/6G Networks: Interplay and Synergies, 2021
Wydawca:
CNIT technical reports
DOI:
10.5281/zenodo.5909591
Autorzy:
Henk Wymeersch; Gonzalo Seco-Granados
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IEEE Communications Letters (1089-7798) vol.26(2022), Numer 24, 2022, ISSN 1089-7798
Wydawca:
Institute of Electrical and Electronics Engineers
DOI:
10.48550/arxiv.2209.00249
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Henk Wymeersch; Gonzalo Seco-Granados
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IEEE Communications Letters (1089-7798) vol.26(2022), Numer 3, 2022, ISSN 1089-7798
Wydawca:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/lcomm.2022.3206821
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