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

Deliverables

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).

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.

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.

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Publications

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, Issue 8, 2020, Page(s) 79604-79618, ISSN 2169-3536
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, Issue 21/4, 2021, Page(s) 1218, ISSN 1424-8220
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, Issue 22/2, 2020, Page(s) 905-929, ISSN 1553-877X
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, Issue 20/4, 2021, Page(s) 1558-1573, ISSN 1536-1233
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, Issue 9/9, 2020, Page(s) 1429, ISSN 2079-9292
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
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: Issue 1, 2020

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
DOI: 10.1109/wcnc49053.2021.9417351