Skip to main content

Beyond 5G multi-tenant private networks integrating Cellular, WiFi, and LiFi, Powered by ARtificial Intelligence and Intent Based PolicY


State-of-the-art review and initial design of the integrated 5G/Wi-Fi/LiFi network frameworks on coexistence, multi-connectivity, resource management and positioning

D31 introduces the stateoftheart technologies on integrated network coexistence multiconnectivity resource management and positioning It also describes the initial design of the integrated 5GWiFiLiFi network frameworks that provides i coexistence and cooperation between private and public networks operating in licensed as well as unlicensed bands ii multiconnectivity to different WATs iii enhancements on aggregated system area capacity through intelligent resource management and iv cmaccuracy on indoor positioning

Plan for exploitation and dissemination of project results

D61 provides the plan for the rest of the project with respect to the dissemination actions and an initial plan for the exploitation activities and reporting on the establishment of the External Advisory Board

Interim activity report 1

This deliverable will give a brief summary of the progress of work and management aspects of period M1M10 for the Commission officer

Initial design of the SDN/NFV platform and identification of target 5G-CLARITY ML algorithms

D4.1 will set the basis of the interfaces between the SDN/NFV platform developed in T4.1 and the 5G service platform considered in T4.2, as well as the AI engine developed in T4.3. D4.1 will also discuss how the various wireless access technologies, i.e. 5G, Wi-Fi, and LiFi, will be managed by the SDN/NFV platform. In addition, this deliverable will review the state of the art on ML algorithms applied to wireless access networks and will identify the key problem areas where 5G-CLARITY will focus the design of the ML algorithms.

Interim report on innovation management

D62 details the activities on effective innovation management among the project partners reporting on the held workshops content output and feedbacks received from each participant

Primary system architecture

This deliverable will describe the initial 5GCLARITY architecture based on the analysis of use cases specified in D21 It will provide a first version of the architecture functional definition detailing the functionality of individual components and their interactions

Specification of use cases and demonstration plan

D51 will details the specification of the scenarios and infrastructures for UCI and UCII demos requirements and corresponding KPIs D51 also reports the project plan of the implementation experimentation and demonstration of UCI and UCII demos This deliverable also includes verification tests descriptions and demo implementation riskidentification and proposed risk mitigation plan for demo implementations

Design refinements and initial evaluation of the coexistence, multi-connectivity, resource management and positioning frameworks

D32 introduces refinements on the frameworks that are initially designed D32 also evaluates i the performance of signalling interfaces between different WATs that establishes coexistence ii the multiconnectivity performance on achievable throughput latency and reliability of a single UE iii the performance of the UEAP association algorithms SDN intelligence interface selection and smart resource allocation algorithms that enhances aggregated areacapacity and iv the performance of the indoor localization performance that improves submeter positioning accuracy and reliability KPIs of the integrated 5GWiFiLiFi network

Management handbook and quality plan

D11 contains information about the internal organisation of the consortium and the work procedures for all partners It contains instructions for the collaboration tools as well as management responsibilities

Use-case specifications and requirements

This deliverable reports the use cases taken as reference for the project, and that will guide the design, development, and demonstration activities conducted in the project. D2.1 will provide design specification of selected use cases and derive their functional and technical requirements.

Mid-term report on dissemination and communication activities

D63 reports dissemination and communication actions performed in the first year of the project

Data management plan

D1.2 contains the status and strategy of the project in regard to the data management and GDPR and will evolve during the lifetime of the project. Special emphasis will be provided in publishing Open Access (OA).

Searching for OpenAIRE data...


Radio Access Network Slicing Strategies at Spectrum Planning Level in 5G and Beyond

Author(s): Pablo Munoz, Oscar Adamuz-Hinojosa, Jorge Navarro-Ortiz, Oriol Sallent, Jordi Perez-Romero
Published in: IEEE Access, 8, 2020, Page(s) 79604-79618, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2020.2990802

Collision Avoidance Resource Allocation for LoRaWAN

Author(s): Natalia Chinchilla-Romero, Jorge Navarro-Ortiz, Pablo Muñoz, Pablo Ameigeiras
Published in: Sensors, 21/4, 2021, Page(s) 1218, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21041218

A Survey on 5G Usage Scenarios and Traffic Models

Author(s): Jorge Navarro-Ortiz, Pablo Romero-Diaz, Sandra Sendra, Pablo Ameigeiras, Juan J. Ramos-Munoz, Juan M. Lopez-Soler
Published in: IEEE Communications Surveys & Tutorials, 22/2, 2020, Page(s) 905-929, ISSN 1553-877X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/comst.2020.2971781

Performance Modeling of Softwarized Network Services Based on Queuing Theory With Experimental Validation

Author(s): Jonathan Prados-Garzon, Pablo Ameigeiras, Juan J. Ramos-Munoz, Jorge Navarro-Ortiz, Pilar Andres-Maldonado, Juan M. Lopez-Soler
Published in: IEEE Transactions on Mobile Computing, 20/4, 2021, Page(s) 1558-1573, ISSN 1536-1233
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tmc.2019.2962488

Backhaul-Aware Dimensioning and Planning of Millimeter-Wave Small Cell Networks

Author(s): Pablo Muñoz, Oscar Adamuz-Hinojosa, Pablo Ameigeiras, Jorge Navarro-Ortiz, Juan J. Ramos-Muñoz
Published in: Electronics, 9/9, 2020, Page(s) 1429, ISSN 2079-9292
Publisher: MDPI
DOI: 10.3390/electronics9091429

Bayesian Joint Synchronization and Localization Based on Asymmetric Time-stamp Exchange

Author(s): Meysam Goodarzi, Nebojsa Maletic, Jesus Gutierrez, Eckhard Grass
Published in: 2020 International Symposium on Networks, Computers and Communications (ISNCC), 2020, Page(s) 1-7, ISBN 978-1-7281-5628-6
Publisher: IEEE
DOI: 10.1109/isncc49221.2020.9297187

Bayesian Joint Synchronization and Localization Based on Asymmetric Time-stamp Exchange

Author(s): Goodarzi, Meysam; Maletic, Nebojsa; Gutierrez, Jesus; Grass, Eckhard
Published in: International Symposium on Networks, Computers and Communications (ISNCC 2020), 1, 2020
Publisher: IEEE

Analytical Model for the UE Blocking Probability in an OFDMA Cell providing GBR Slices

Author(s): Oscar Adamuz-Hinojosa, Pablo Ameigeiras, Pablo Munoz, Juan M. Lopez-Soler
Published in: 2021 IEEE Wireless Communications and Networking Conference (WCNC), 2021, Page(s) 1-7, ISBN 978-1-7281-9505-6
Publisher: IEEE
DOI: 10.1109/wcnc49053.2021.9417351