Private 5G Networks for Connected Industries

Leistungen

Intermediate Report on Private 5G Network Architecture

This intermediate report will detail the target architecture for the testbed scenarios to be realized in WP5, also covering the for integration of existing infrastructure relevant to the selected use cases into the network design.

Final specification and implementation of the building blocks

D42 will concern the implementation of multimachine diagnostic system in MEC The objective is to develop and implement a multiple machine diagnostic system for MEC cloud and to do unit test for each machine This private 5G cloud version can work well as a single machine version installed in an edge IPC Moreover D42 will propose some enhancements of URLLC protocols thanks to an opportunistic approach multiconnectivity strategies and mechanisms adapted to intermittent channels D42 will also specify a joint optimization of the VNF deployment and the cloud resources allocation based on distributed artificial intelligence mechanisms

E2E In-Factory System Integration Report

This report documents the transition from lab environments to real world trial network deployment in both the European and Taiwanese manufacturing facilitiesIt describes the integration status of the systems initial networking and application testing results as well as the final endtoend architecture to be implemented in the target environments

First Intermediate Report

Intermediate project report including management report work package status reports and current resource utilization

E2E In-Lab System Integration Report

This report details the use cases to be realized for the trial deployment and provides interoperability and integration test results from the prelive lab integration of the 5G CONNI endtoend system

Report on use cases and requirements

This deliverable covers the identified and analysed use cases and their associated requirements including a more detailed specification of the use cases selected for demonstration in WP 5

Intermediate Report on Dissemination and Standardization

Status report on activities for dissemination of project results and standardization contributions during the first half of the project lifetime

Final Project Report

Final project report including management report work package result reports and success assessment wrt the project objectives

E2E Performance Measurements and Analysis

This report documents the completion of the deployment of the endtoend intersite communication system throughout the identified facilitiesIt covers the endtoend performance assessment of the deployed 5G CONNI trial network including detailed performance measurements and corresponding KPI analysis

Dissemination Plan & Project Website

In this deliverable, the dissemination activities within the project and contributions to standardi-zation bodies, regulatory bodies, industry fora and other related organizations are planned. A project website is set up and updated regularly.

Final Report on Dissemination and Standardization

Final report on activities for dissemination of project results and standardization contributions including report on the final project workshop

Second Intermediate Report

Intermediate project report including management report work package status reports and current resource utilization

Initial specification and implementation of the building blocks

D41 will provide system design specification of 5G core network for industrial applications MEC Cloud including MEE VNF and NFV infrastructure and 5G RAN system composed of CPE and gNB which comply with the 3GPP standard of eMBB and URLLC features On the one hand D41 will detail the development of a 5G core prototype including basic functions like AMF SMF AUSF UDM and UPF and a NFVlike lightweight orchestration framework to handle network virtualization VNF placement and lifecycle management The NFV infrastructure which is composed of OpenStack and SDN networks will be developed On the other hand D41 will provide subsystem design specification which defined architecture modules and mechanisms for the MEC Cloud These components will fuel the lab integration reported in D51

Specification and implementation of advanced functionalities

D43 will provide a joint optimization of enabling technologies radio core MEC and joint optimization of the VNF deployment and the cloud resources allocation based on distributed artificial intelligence mechanisms Dynamic resource virtual machines allocation will be considered for computation offloading from mobile inspectors to mobile edge hosts D44 will also provide some enhancements of existing deterministic URLLC protocols providing the minimal QoS requirements eg minimal reliability minimal availability maximal latency without jitter thanks to an opportunistic approach ultrareliable or ultralow latency

Report on relevant requirements and concerns regarding suitable operator models

This deliverable elaborates the requirements and concerns for nonpublic 5G factory networks which have been identified from an industrial manufacturers perspective including an evaluation template

Report on Network Performance Analysis, Maintenance and Monitoring

This report will cover network parameter analysis including RSRP SINR Throughput etc which gives radio network planners realistic insights of how 5G NR networks will perform in the factory floor

Report on Measurements & Network Planning Methodology

This report contains the detailed results of the measurement campaigns conducted within Task 31 and corresponding analyses It further provides information on the developed application specific network planning methodology and tools

Final Report on Private 5G Network Architecture and Operator Models

This deliverable will describe the full 5G CONNI enterprise Private 5G Network and system architecture including solutions for multisite interconnectivity and cloud integration It will also include the full operator model survey with detailed cost analyses for different deployment strategies

Veröffentlichungen

Goal-Oriented Communication for Edge Learning Based On the Information Bottleneck

Autoren: Francesco Pezone, Sergio Barbarossa, Paolo Di Lorenzo
Veröffentlicht in: 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022
Herausgeber: IEEE
DOI: 10.1109/icassp43922.2022.9746468

Dynamic Resource Allocation for Wireless Edge Machine Learning with Latency And Accuracy Guarantees

Autoren: Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa
Veröffentlicht in: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Seite(n) 9036-9040, ISBN 978-1-5090-6631-5
Herausgeber: IEEE
DOI: 10.1109/icassp40776.2020.9052927

Over-the-Air Verification of Angle-of-Arrival Estimation in Millimeter-Wave Channel Sounders

Autoren: Sven Wittig, Alper Schultze, Michael Peter, Wilhelm Keusgen
Veröffentlicht in: 2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall), 2021
Herausgeber: IEEE

Angle-Resolved THz Channel Measurements at 300 GHz in an Industrial Environment

Autoren: Alper Schultze, Mathis Schmieder, Sven Wittig, Henrik Klessig, Michael Peter, Wilhelm Keusgen
Veröffentlicht in: 2022 IEEE 95th Vehicular Technology Conference: (VTC2022-Spring), 2022
Herausgeber: IEEE
DOI: 10.1109/vtc2022-spring54318.2022.9860598

Energy Efficient Edge Computing: When Lyapunov Meets Distributed Reinforcement Learning

Autoren: Mohamed Sana, Mattia Merluzzi, Nicola di Pietro, Emilio Calvanese Strinati
Veröffentlicht in: 2021 IEEE International Conference on Communications Workshops (ICC Workshops), 2021, Seite(n) 1-6, ISBN 978-1-7281-9441-7
Herausgeber: IEEE
DOI: 10.1109/iccworkshops50388.2021.9473797

Toward URLLC with Proactive HARQ Adaptation

Autoren: Lam Ngoc Dinh, Ibtissam Labrij, Mickael Maman, Emilio Calvanese Strinati
Veröffentlicht in: 2022 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 2022
Herausgeber: IEEE
DOI: 10.1109/eucnc/6gsummit54941.2022.9815615

Dynamic Resource Optimization for Adaptive Federated Learning at the Wireless Network Edge

Autoren: Paolo Di Lorenzo, Claudio Battiloro, Mattia Merluzzi, Sergio Barbarossa
Veröffentlicht in: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, Seite(n) 4910-4914, ISBN 978-1-7281-7605-5
Herausgeber: IEEE
DOI: 10.1109/icassp39728.2021.9414832

Online Learning of Time-Varying Signals and Graphs

Autoren: Stefania Sardellitti, Sergio Barbarossa, Paolo Di Lorenzo
Veröffentlicht in: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, Seite(n) 5230-5234, ISBN 978-1-7281-7605-5
Herausgeber: IEEE
DOI: 10.1109/icassp39728.2021.9415029

Dynamic Resource Allocation for Multi-User Goal-oriented Communications at the Wireless Edge

Autoren: Francesco Binucci, Paolo Banelli, Paolo Di Lorenzo, Sergio Barbarossa
Veröffentlicht in: 2022 30th European Signal Processing Conference (EUSIPCO), 2022
Herausgeber: IEEE
DOI: 10.23919/eusipco55093.2022.9909863

Channel Measurements and Large Scale Parameter Estimation in an Industrial Environment

Autoren: Mathis Schmieder, Henrik Klessig, Alper Schultze, Sven Wittig, Michael Peter, Wilhelm Keusgen
Veröffentlicht in: 2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall), 2021
Herausgeber: IEEE

The Edge Cloud Implementation and Application of Transnational Smart Factory of 5G Private Network

Autoren: Ming-Yen Wu, Jiun-Cheng Huang, Yuan-Mao Hung, Cheng-Yi Chien, Jack Shie-Jie Luo, Shuo-Peng Liang
Veröffentlicht in: 2022 23rd Asia-Pacific Network Operations and Management Symposium (APNOMS), 2022
Herausgeber: IEEE
DOI: 10.23919/apnoms56106.2022.9919956

Dynamic Resource Scheduling Optimization for Ultra-Reliable Low Latency Communications: From Simulation to Experimentation

Autoren: Lam Ngoc Dinh, Rodolphe Bertolini, Mickael Maman
Veröffentlicht in: 2022 IEEE 33rd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2022
Herausgeber: IEEE
DOI: 10.1109/pimrc54779.2022.9977893

Proactive Resource Scheduling for 5G and Beyond Ultra-Reliable Low Latency Communications

Autoren: Lam Ngoc Dinh, Mickael Maman, Emilio Calvanese Strinati
Veröffentlicht in: 2022 IEEE 95th Vehicular Technology Conference: (VTC2022-Spring), 2022
Herausgeber: IEEE
DOI: 10.1109/vtc2022-spring54318.2022.9860872

Beyond 5G Private Networks: the 5G CONNI Perspective

Autoren: Emilio Calvanese Strinati, Thomas Haustein, Mickael Maman, Wilhelm Keusgen, Sven Wittig, Mathis Schmieder, Sergio Barbarossa, Mattia Merluzzi, Henrik Klessig, Fabio Giust, Daniele Ronzani, Shuo-Peng Liang, Jack Shi-Jie Luo, Cheng-Yi Chien, Jiun-Cheng Huang, Jen-Sheng Huang, Tzu-Ya Wang
Veröffentlicht in: 2020 IEEE Globecom Workshops (GC Wkshps, 2020, Seite(n) 1-6, ISBN 978-1-7281-7307-8
Herausgeber: IEEE
DOI: 10.1109/gcwkshps50303.2020.9367460

Dynamic Resource Optimization and Altitude Selection in Uav-Based Multi-Access Edge Computing

Autoren: Francesca Costanzo, Paolo Di Lorenzo, Sergio Barbarossa
Veröffentlicht in: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Seite(n) 4985-4989, ISBN 978-1-5090-6631-5
Herausgeber: IEEE
DOI: 10.1109/icassp40776.2020.9053594

A Reference Model for Channel Sounder Performance Evaluation, Validation and Comparison

Autoren: Sven Wittig, Michael Peter, Wilhelm Keusgen
Veröffentlicht in: 2022 16th European Conference on Antennas and Propagation (EuCAP), 2022
Herausgeber: IEEE
DOI: 10.23919/eucap53622.2022.9769264

Service-Based Management Architecture for On-Demand Creation, Configuration, and Control of a Network Slice Subnet

Autoren: A. Ishaq, D. Ronzani, A. Spinato, N. Di Pietro, M. Centenaro, A. Bellin, D. Munaretto
Veröffentlicht in: 2022 IEEE 8th International Conference on Network Softwarization (NetSoft), 2022
Herausgeber: IEEE
DOI: 10.1109/netsoft54395.2022.9844081

Beyond private 5G networks: applications, architectures, operator models and technological enablers

Autoren: Mickael Maman, Emilio Calvanese‑Strinati, Lam Ngoc Dinh, Thomas Haustein, Wilhelm Keusgen, Sven Wittig, Mathis Schmieder, Sergio Barbarossa, Mattia Merluzzi, Francesca Costanzo, Stefania Sardellitti, Henrik Klessig, Savita Vitthalrao Kendre, Daniele Munaretto, Marco Centenaro, Nicola di Pietro, Shuo‑Peng Liang, Kuan‑Yi Chih, Jack Shi‑Jie Luo, Ling‑Chih Kao, Jiun‑Cheng Huang, Jen‑Shen
Veröffentlicht in: EURASIP Journal on Wireless Communications and Networking, Ausgabe 1, 2021, Seite(n) 195, ISSN 1687-1499
Herausgeber: Springer
DOI: 10.1186/s13638-021-02067-2

Topological Signal Processing: Making Sense of Data Building on Multiway Relations

Autoren: Sergio Barbarossa, Stefania Sardellitti
Veröffentlicht in: IEEE Signal Processing Magazine, Ausgabe 37/6, 2020, Seite(n) 174-183, ISSN 1053-5888
Herausgeber: Institute of Electrical and Electronics Engineers
DOI: 10.1109/msp.2020.3014067

Wireless Edge Machine Learning: Resource Allocation and Trade-Offs

Autoren: Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa
Veröffentlicht in: IEEE Access, Ausgabe 9, 2021, Seite(n) 45377-45398, ISSN 2169-3536
Herausgeber: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3066559

Adaptive resource optimization for edge inference with goal-oriented communications

Autoren: Francesco Binucci, Paolo Banelli, Paolo Di Lorenzo, Sergio Barbarossa
Veröffentlicht in: EURASIP Journal on Advances in Signal Processing, Ausgabe 123 (2022), 2022, ISSN 1687-6180
Herausgeber: Springer
DOI: 10.1186/s13634-022-00958-0

6G networks: Beyond Shannon towards semantic and goal-oriented communications

Autoren: Emilio Calvanese Strinati, Sergio Barbarossa
Veröffentlicht in: Computer Networks, Ausgabe 190, 2021, Seite(n) 107930, ISSN 1389-1286
Herausgeber: Elsevier BV
DOI: 10.1016/j.comnet.2021.107930

Lyapunov-based Optimization of Edge Resources for Energy-Efficient Adaptive Federated Learning

Autoren: Claudio Battiloro, Paolo Di Lorenzo, Mattia Merluzzi, Sergio Barbarossa
Veröffentlicht in: IEEE Transactions on Green Communications and Networking, 2022, ISSN 2473-2400
Herausgeber: IEEE
DOI: 10.1109/tgcn.2022.3186879

Dynamic Computation Offloading in Multi-Access Edge Computing via Ultra-Reliable and Low-Latency Communications

Autoren: Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa, Valerio Frascolla
Veröffentlicht in: IEEE Transactions on Signal and Information Processing over Networks, Ausgabe 6, 2020, Seite(n) 342-356, ISSN 2373-776X
Herausgeber: Institute of Electrical and Electronics Engineers, Inc.
DOI: 10.1109/tsipn.2020.2981266

Dynamic Resource Optimization for Decentralized Estimation in Energy Harvesting IoT Networks

Autoren: Claudio Battiloro, Paolo Di Lorenzo, Paolo Banelli, Sergio Barbarossa
Veröffentlicht in: IEEE Internet of Things Journal, Ausgabe 8/10, 2021, Seite(n) 8530-8542, ISSN 2327-4662
Herausgeber: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jiot.2020.3046383

Discontinuous Computation Offloading for Energy-Efficient Mobile Edge Computing

Autoren: Mattia Merluzzi, Nicola di Pietro, Paolo Di Lorenzo, Emilio Calvanese Strinati, Sergio Barbarossa
Veröffentlicht in: IEEE Transactions on Green Communications and Networking, Ausgabe 6/2, 2022, Seite(n) 1242-1257, ISSN 2473-2400
Herausgeber: IEEE
DOI: 10.1109/tgcn.2021.3125543

Topological Signal Processing over Simplicial Complexes

Autoren: Sergio Barbarossa, Stefania Sardellitti
Veröffentlicht in: IEEE Transactions on Signal Processing, 2020, Seite(n) 1-1, ISSN 1053-587X
Herausgeber: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tsp.2020.2981920

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METHOD AND DEVICE FOR ORCHESTRATING THE EXECUTION OF MECHANISMS IN A WIRELESS NETWORK

Antrags-/Publikationsnummer: 22 160639
Datum: 2022-03-08
Antragsteller: COMMISSARIAT A L ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES

Leistungen

Veröffentlichungen

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