About Us
The Wireless and Multimedia Networking Lab (TIC-235) is formed from people of the Department of Signal Theory, Communications and Telematics of the University of Granada.
Our location
Most of us are located in the Higher Technical School of Computer and Telecommunication Engineering (ETSIIT) of the University of Granada, whereas some students are also located at the Research Centre for Information and Communications Technologies (CITIC-UGR).
Our teaching
The professors are involved in the B.Sc. and M.Sc. Telecommunications Engineering and B.Sc. and M.Sc. of Computer Science Engineering.
News
Oscar Adamuz-Hinojosa has got his Ph.D.
Our colleague Oscar Adamuz-Hinojosa has defended his Ph.D. Thesis entitled "Network Slicing Management for 5G Radio Access Networks" on the 29th of April. The evaluation committee was made up of Prof. Gabriel Macia (UGR), Prof. Navid Nikaein (EURECOM), Prof. Albert Banchs (UC3M), Dr. Costas Samdanis (Nokia), and Prof. Luz Garcia (UGR). Congratulations!
UGR has been granted 1M€ to research 5G and 6G!
The public interest manifestation submitted by the WiMuNet team has been granted 1 M€, thanks to its H2020 European Project 5G-CLARITY, which has been funded by the 5G PPP initiative. This funding will allow us to continue our research on 5G and 6G networks. Stay tuned! More info here.
We have been granted the research project "PREMONITION"!!!
We have been (provisionally) granted this project from the Andalusian Regional Government. This funding will allow us to continue working on LoRaWAN. Stay tuned!
Special Issue "Radio Access Network Planning and Management"
We are looking for original contributions on topics concerning planning, optimization, configuration, and fault management related to 5G and beyond RANs for the Special Issue of Electronics (Q2) "Radio Access Network Planning and Management". More information here. The deadline for manuscript submissions is 31 Dec. 2021.
Excellence research award from UGR
Our members Pablo Ameigeiras, Juan J. Ramos-Munoz and Jose Ordonez have been awarded the Excellence Research Award from the University of Granada. Congratulations!!! More information here.
Special Issue "5G and Low Power Wide Area Networks for the IoT"
We are looking for original contributions on topics related to 5G and LPWAN technologies applied to the Internet of Things for the Special Issue of Electronics (Q2) "5G and Low Power Wide Area Networks for the IoT". More information here. The deadline for manuscript submissions is 31 Jan. 2022.
SI "Automation and Learning in MEC and Cloud Systems"
We are looking for original contributions on topics related to advances in the development, testing, practical implementations, and modeling of smart ecosystems for 5G and beyond, formed by a set of new procedures, algorithms, technologies, and mathematical tools for advanced system configuration and automation that leads to the zero-touch paradigm. More information here. Deadline is 15 Nov. 2021.
Vodafone Campus Lab
One of our members, Felix Delgado, is part of a multidisciplinary student team classified in the top 10 innovative solutions of the 3rd edition of the Vodafone Campus Lab (more information here). Congrats, Felix!!!
Members
Juan Manuel López Soler
Full Professor
Pablo Ameigeiras
Associate Professor
Jorge Navarro Ortiz
Associate Professor
Juan Jose Ramos Muñoz
Associate Professor
Pablo Muñoz
Associate Professor
Jonathan Prados Garzon
Postdoctoral Researcher
Oscar Adamuz Hinojosa
Interim Assistant Professor (Ph.D.)
Jose Antonio Ordonez Lucena
Ph.D. Student
Lorena Chinchilla Romero
Ph.D. Student
Natalia Chinchilla Romero
Ph.D. Student
Felix Delgado Ferro
M.Sc. Student
Julia Caleya Sánchez
M.Sc. Student
Pablo Rodríguez Martín
M.Sc. StudentAlumni
Ph.D. Students
M.Sc. Students
Research Topics
Publications
Latest Publications
-
5G-CLARITY: 5G-Advanced Private Networks Integrating 5GNR, WiFi, and LiFi
IEEE Communications Magazine, 60 (2), pp. 73-79, 2022, DOI: 10.1109/MCOM.001.2100615. (IF = 9.619, Q1)
"5G-CLARITY: 5G-Advanced Private Networks Integrating 5GNR, WiFi, and LiFi", Tezcan Cogalan, Daniel Camps-Mur, Jesús Gutiérrez, Stefan Videv, Vladica Sark, Jonathan Prados-Garzon, Jose Ordonez-Lucena, Hamzeh Khalili, Ferran Cañellas, Adriana Fernández-Fernández, Meysam Goodarzi, Anil Yesilkaya, Rui Bian, Srinivasan Raju, Mir Ghoraishi, Harald Haas, Oscar Adamuz-Hinojosa, Antonio Garcia, Carlos Colman-Meixner, Alain Mourad, Erik Aumayr, IEEE Communications Magazine, 60 (2), pp. 73-79, 2022. DOI: 10.1109/MCOM.001.2100615
close
@ARTICLE{9722800,
author={Cogalan, Tezcan and Camps-Mur, Daniel and Gutiérrez, Jesús and Videv, Stefan and Sark, Vladica and Prados-Garzon, Jonathan and Ordonez-Lucena, Jose and Khalili, Hamzeh and Cañellas, Ferran and Fernández-Fernández, Adriana and Goodarzi, Meysam and Yesilkaya, Anil and Bian, Rui and Raju, Srinivasan and Ghoraishi, Mir and Haas, Harald and Adamuz-Hinojosa, Oscar and Garcia, Antonio and Colman-Meixner, Carlos and Mourad, Alain and Aumayr, Erik}, journal={IEEE Communications Magazine},
title={5G-CLARITY: 5G-Advanced Private Networks Integrating 5GNR, WiFi, and LiFi},
year={2022},
volume={60},
number={2},
pages={73-79},
doi={10.1109/MCOM.001.2100615},
project={5gclarity},
impact = {(IF = 9.619, Q1)}
}
close
-
A LoRaWAN Architecture for Communications in Areas without Coverage: Design and Pilot Trials
Electronics, 11 (5), 2022, DOI: 10.3390/electronics11050804. (IF=2.397, Q3)
"A LoRaWAN Architecture for Communications in Areas without Coverage: Design and Pilot Trials", Felix Delgado-Ferro, Jorge Navarro-Ortiz, Natalia Chinchilla-Romero, Juan Jose Ramos-Munoz, Electronics, 11 (5), 2022. DOI: 10.3390/electronics11050804
close
This article proposes a system based on a long-distance communications system with low economic and energy costs that allows connectivity to be carried out independently from the existing cellular coverage in the area. In addition, it describes the design, development, implementation and analysis of an Internet of Things (IoT) architecture based on Long-Range Wide-Area Network (LoRaWAN). Moreover, the system has been deployed as a prototype, and the behavior and scope of the system have been analyzed in various real environments: urban, rural and natural. The results obtained from the analysis show that the system is suitable for working in areas without coverage such as mountains.
close
@Article{electronics11050804,
AUTHOR = {Delgado-Ferro, Felix and Navarro-Ortiz, Jorge and Chinchilla-Romero, Natalia and Ramos-Munoz, Juan Jose},
TITLE = {A LoRaWAN Architecture for Communications in Areas without Coverage: Design and Pilot Trials},
JOURNAL = {Electronics},
VOLUME = {11},
YEAR = {2022},
NUMBER = {5},
ARTICLE-NUMBER = {804},
URL = {https://www.mdpi.com/2079-9292/11/5/804},
ISSN = {2079-9292},
ABSTRACT = {This article proposes a system based on a long-distance communications system with low economic and energy costs that allows connectivity to be carried out independently from the existing cellular coverage in the area. In addition, it describes the design, development, implementation and analysis of an Internet of Things (IoT) architecture based on Long-Range Wide-Area Network (LoRaWAN). Moreover, the system has been deployed as a prototype, and the behavior and scope of the system have been analyzed in various real environments: urban, rural and natural. The results obtained from the analysis show that the system is suitable for working in areas without coverage such as mountains.},
DOI = {10.3390/electronics11050804},
impact = {(IF=2.397, Q3)},
project = {6gchronos|true5g|artemis|premonition}
}
close
-
A LoRaWAN Network Architecture with MQTT2MULTICAST
Electronics, 11 (6), 2022, DOI: 10.3390/electronics11060872. (IF=2.397, Q3)
"A LoRaWAN Network Architecture with MQTT2MULTICAST", Jorge Navarro-Ortiz, Natalia Chinchilla-Romero, Felix Delgado-Ferro, Juan Jose Ramos-Munoz, Electronics, 11 (6), 2022. DOI: 10.3390/electronics11060872
close
In this work, an architecture for IoT networks oriented towards environmental sustainability is presented. Due to the suitability of its characteristics in terms of coverage, power and support of a large number of devices, an enhanced LoRaWAN network has been chosen as the basis for this proposal. The architecture is completed with the virtualization of the different LoRaWAN network entities and the usage of a software-defined network for their interconnection. The publication and subscription to environmental data is carried out by using the MQTT protocol. MQTT has been optimized thanks to the use of the SDN network and the use of edge computing resources, which allows multicasting of published data. Thanks to our developed MQTT2MULTICAST protocol, latency is improved by approx. 90% and the traffic load within the SDN network is reduced by 55%. An scalability analysis shows that this solution is able to support tens of thousands of LoRaWAN gateways. The proposed architecture has been implemented using commercial equipment as a proof of concept.
close
@Article{electronics11060872,
AUTHOR = {Navarro-Ortiz, Jorge and Chinchilla-Romero, Natalia and Delgado-Ferro, Felix and Ramos-Munoz, Juan Jose},
TITLE = {A LoRaWAN Network Architecture with MQTT2MULTICAST},
JOURNAL = {Electronics},
VOLUME = {11},
YEAR = {2022},
NUMBER = {6},
ARTICLE-NUMBER = {872},
URL = {https://www.mdpi.com/2079-9292/11/6/872},
ISSN = {2079-9292},
ABSTRACT = {In this work, an architecture for IoT networks oriented towards environmental sustainability is presented. Due to the suitability of its characteristics in terms of coverage, power and support of a large number of devices, an enhanced LoRaWAN network has been chosen as the basis for this proposal. The architecture is completed with the virtualization of the different LoRaWAN network entities and the usage of a software-defined network for their interconnection. The publication and subscription to environmental data is carried out by using the MQTT protocol. MQTT has been optimized thanks to the use of the SDN network and the use of edge computing resources, which allows multicasting of published data. Thanks to our developed MQTT2MULTICAST protocol, latency is improved by approx. 90% and the traffic load within the SDN network is reduced by 55%. An scalability analysis shows that this solution is able to support tens of thousands of LoRaWAN gateways. The proposed architecture has been implemented using commercial equipment as a proof of concept.},
DOI = {10.3390/electronics11060872},
impact = {(IF=2.397, Q3)},
project = {6gchronos|true5g|artemis|premonition}
}
close
-
5G Infrastructure Network Slicing: E2E Mean Delay Model and Effectiveness Assessment to Reduce Downtimes in Industry 4.0
Sensors, 22 (1), 2022, DOI: 10.3390/s22010229. (IF = 3.275, Q1)
"5G Infrastructure Network Slicing: E2E Mean Delay Model and Effectiveness Assessment to Reduce Downtimes in Industry 4.0", Lorena Chinchilla-Romero, Jonathan Prados-Garzon, Pablo Ameigeiras, Pablo Muñoz, Juan M. Lopez-Soler, Sensors, 22 (1), 2022. DOI: 10.3390/s22010229
close
Fifth Generation (5G) is expected to meet stringent performance network requisites of the Industry 4.0. Moreover, its built-in network slicing capabilities allow for the support of the traffic heterogeneity in Industry 4.0 over the same physical network infrastructure. However, 5G network slicing capabilities might not be enough in terms of degree of isolation for many private 5G networks use cases, such as multi-tenancy in Industry 4.0. In this vein, infrastructure network slicing, which refers to the use of dedicated and well isolated resources for each network slice at every network domain, fits the necessities of those use cases. In this article, we evaluate the effectiveness of infrastructure slicing to provide isolation among production lines (PLs) in an industrial private 5G network. To that end, we develop a queuing theory-based model to estimate the end-to-end (E2E) mean packet delay of the infrastructure slices. Then, we use this model to compare the E2E mean delay for two configurations, i.e., dedicated infrastructure slices with segregated resources for each PL against the use of a single shared infrastructure slice to serve the performance-sensitive traffic from PLs. Also we evaluate the use of Time-Sensitive Networking (TSN) against bare Ethernet to provide layer 2 connectivity among the 5G system components. We use a complete and realistic setup based on experimental and simulation data of the scenario considered. Our results support the effectiveness of infrastructure slicing to provide isolation in performance among the different slices. Then, using dedicated slices with segregated resources for each PL might reduce the number of the production downtimes and associated costs as the malfunctioning of a PL will not affect the network performance perceived by the performance-sensitive traffic from other PLs. Last, our results show that, besides the improvement in performance, TSN technology truly provides full isolation in the transport network compared to standard Ethernet thanks to traffic prioritization, traffic regulation, and bandwidth reservation capabilities.
close
@Article{s22010229,
AUTHOR = {Chinchilla-Romero, Lorena and Prados-Garzon, Jonathan and Ameigeiras, Pablo and Muñoz, Pablo and Lopez-Soler, Juan M.},
TITLE = {5G Infrastructure Network Slicing: E2E Mean Delay Model and Effectiveness Assessment to Reduce Downtimes in Industry 4.0},
JOURNAL = {Sensors},
VOLUME = {22},
YEAR = {2022},
NUMBER = {1},
ARTICLE-NUMBER = {229},
URL = {https://www.mdpi.com/1424-8220/22/1/229},
PubMedID = {35009771},
ISSN = {1424-8220},
ABSTRACT = {Fifth Generation (5G) is expected to meet stringent performance network requisites of the Industry 4.0. Moreover, its built-in network slicing capabilities allow for the support of the traffic heterogeneity in Industry 4.0 over the same physical network infrastructure. However, 5G network slicing capabilities might not be enough in terms of degree of isolation for many private 5G networks use cases, such as multi-tenancy in Industry 4.0. In this vein, infrastructure network slicing, which refers to the use of dedicated and well isolated resources for each network slice at every network domain, fits the necessities of those use cases. In this article, we evaluate the effectiveness of infrastructure slicing to provide isolation among production lines (PLs) in an industrial private 5G network. To that end, we develop a queuing theory-based model to estimate the end-to-end (E2E) mean packet delay of the infrastructure slices. Then, we use this model to compare the E2E mean delay for two configurations, i.e., dedicated infrastructure slices with segregated resources for each PL against the use of a single shared infrastructure slice to serve the performance-sensitive traffic from PLs. Also we evaluate the use of Time-Sensitive Networking (TSN) against bare Ethernet to provide layer 2 connectivity among the 5G system components. We use a complete and realistic setup based on experimental and simulation data of the scenario considered. Our results support the effectiveness of infrastructure slicing to provide isolation in performance among the different slices. Then, using dedicated slices with segregated resources for each PL might reduce the number of the production downtimes and associated costs as the malfunctioning of a PL will not affect the network performance perceived by the performance-sensitive traffic from other PLs. Last, our results show that, besides the improvement in performance, TSN technology truly provides full isolation in the transport network compared to standard Ethernet thanks to traffic prioritization, traffic regulation, and bandwidth reservation capabilities.},
DOI = {10.3390/s22010229},
project={5gclarity|true5g},
impact={(IF = 3.275, Q1)}
}
close
5G-CLARITY: 5G-Advanced Private Networks Integrating 5GNR, WiFi, and LiFiIEEE Communications Magazine, 60 (2), pp. 73-79, 2022, DOI: 10.1109/MCOM.001.2100615. (IF = 9.619, Q1)
"5G-CLARITY: 5G-Advanced Private Networks Integrating 5GNR, WiFi, and LiFi", Tezcan Cogalan, Daniel Camps-Mur, Jesús Gutiérrez, Stefan Videv, Vladica Sark, Jonathan Prados-Garzon, Jose Ordonez-Lucena, Hamzeh Khalili, Ferran Cañellas, Adriana Fernández-Fernández, Meysam Goodarzi, Anil Yesilkaya, Rui Bian, Srinivasan Raju, Mir Ghoraishi, Harald Haas, Oscar Adamuz-Hinojosa, Antonio Garcia, Carlos Colman-Meixner, Alain Mourad, Erik Aumayr, IEEE Communications Magazine, 60 (2), pp. 73-79, 2022. DOI: 10.1109/MCOM.001.2100615close
@ARTICLE{9722800,
author={Cogalan, Tezcan and Camps-Mur, Daniel and Gutiérrez, Jesús and Videv, Stefan and Sark, Vladica and Prados-Garzon, Jonathan and Ordonez-Lucena, Jose and Khalili, Hamzeh and Cañellas, Ferran and Fernández-Fernández, Adriana and Goodarzi, Meysam and Yesilkaya, Anil and Bian, Rui and Raju, Srinivasan and Ghoraishi, Mir and Haas, Harald and Adamuz-Hinojosa, Oscar and Garcia, Antonio and Colman-Meixner, Carlos and Mourad, Alain and Aumayr, Erik}, journal={IEEE Communications Magazine},
title={5G-CLARITY: 5G-Advanced Private Networks Integrating 5GNR, WiFi, and LiFi},
year={2022},
volume={60},
number={2},
pages={73-79},
doi={10.1109/MCOM.001.2100615},
project={5gclarity},
impact = {(IF = 9.619, Q1)}
}
close
A LoRaWAN Architecture for Communications in Areas without Coverage: Design and Pilot TrialsElectronics, 11 (5), 2022, DOI: 10.3390/electronics11050804. (IF=2.397, Q3)
"A LoRaWAN Architecture for Communications in Areas without Coverage: Design and Pilot Trials", Felix Delgado-Ferro, Jorge Navarro-Ortiz, Natalia Chinchilla-Romero, Juan Jose Ramos-Munoz, Electronics, 11 (5), 2022. DOI: 10.3390/electronics11050804close
This article proposes a system based on a long-distance communications system with low economic and energy costs that allows connectivity to be carried out independently from the existing cellular coverage in the area. In addition, it describes the design, development, implementation and analysis of an Internet of Things (IoT) architecture based on Long-Range Wide-Area Network (LoRaWAN). Moreover, the system has been deployed as a prototype, and the behavior and scope of the system have been analyzed in various real environments: urban, rural and natural. The results obtained from the analysis show that the system is suitable for working in areas without coverage such as mountains.close
@Article{electronics11050804,
AUTHOR = {Delgado-Ferro, Felix and Navarro-Ortiz, Jorge and Chinchilla-Romero, Natalia and Ramos-Munoz, Juan Jose},
TITLE = {A LoRaWAN Architecture for Communications in Areas without Coverage: Design and Pilot Trials},
JOURNAL = {Electronics},
VOLUME = {11},
YEAR = {2022},
NUMBER = {5},
ARTICLE-NUMBER = {804},
URL = {https://www.mdpi.com/2079-9292/11/5/804},
ISSN = {2079-9292},
ABSTRACT = {This article proposes a system based on a long-distance communications system with low economic and energy costs that allows connectivity to be carried out independently from the existing cellular coverage in the area. In addition, it describes the design, development, implementation and analysis of an Internet of Things (IoT) architecture based on Long-Range Wide-Area Network (LoRaWAN). Moreover, the system has been deployed as a prototype, and the behavior and scope of the system have been analyzed in various real environments: urban, rural and natural. The results obtained from the analysis show that the system is suitable for working in areas without coverage such as mountains.},
DOI = {10.3390/electronics11050804},
impact = {(IF=2.397, Q3)},
project = {6gchronos|true5g|artemis|premonition}
}
close
A LoRaWAN Network Architecture with MQTT2MULTICASTElectronics, 11 (6), 2022, DOI: 10.3390/electronics11060872. (IF=2.397, Q3)
"A LoRaWAN Network Architecture with MQTT2MULTICAST", Jorge Navarro-Ortiz, Natalia Chinchilla-Romero, Felix Delgado-Ferro, Juan Jose Ramos-Munoz, Electronics, 11 (6), 2022. DOI: 10.3390/electronics11060872close
In this work, an architecture for IoT networks oriented towards environmental sustainability is presented. Due to the suitability of its characteristics in terms of coverage, power and support of a large number of devices, an enhanced LoRaWAN network has been chosen as the basis for this proposal. The architecture is completed with the virtualization of the different LoRaWAN network entities and the usage of a software-defined network for their interconnection. The publication and subscription to environmental data is carried out by using the MQTT protocol. MQTT has been optimized thanks to the use of the SDN network and the use of edge computing resources, which allows multicasting of published data. Thanks to our developed MQTT2MULTICAST protocol, latency is improved by approx. 90% and the traffic load within the SDN network is reduced by 55%. An scalability analysis shows that this solution is able to support tens of thousands of LoRaWAN gateways. The proposed architecture has been implemented using commercial equipment as a proof of concept.close
@Article{electronics11060872,
AUTHOR = {Navarro-Ortiz, Jorge and Chinchilla-Romero, Natalia and Delgado-Ferro, Felix and Ramos-Munoz, Juan Jose},
TITLE = {A LoRaWAN Network Architecture with MQTT2MULTICAST},
JOURNAL = {Electronics},
VOLUME = {11},
YEAR = {2022},
NUMBER = {6},
ARTICLE-NUMBER = {872},
URL = {https://www.mdpi.com/2079-9292/11/6/872},
ISSN = {2079-9292},
ABSTRACT = {In this work, an architecture for IoT networks oriented towards environmental sustainability is presented. Due to the suitability of its characteristics in terms of coverage, power and support of a large number of devices, an enhanced LoRaWAN network has been chosen as the basis for this proposal. The architecture is completed with the virtualization of the different LoRaWAN network entities and the usage of a software-defined network for their interconnection. The publication and subscription to environmental data is carried out by using the MQTT protocol. MQTT has been optimized thanks to the use of the SDN network and the use of edge computing resources, which allows multicasting of published data. Thanks to our developed MQTT2MULTICAST protocol, latency is improved by approx. 90% and the traffic load within the SDN network is reduced by 55%. An scalability analysis shows that this solution is able to support tens of thousands of LoRaWAN gateways. The proposed architecture has been implemented using commercial equipment as a proof of concept.},
DOI = {10.3390/electronics11060872},
impact = {(IF=2.397, Q3)},
project = {6gchronos|true5g|artemis|premonition}
}
close
5G Infrastructure Network Slicing: E2E Mean Delay Model and Effectiveness Assessment to Reduce Downtimes in Industry 4.0Sensors, 22 (1), 2022, DOI: 10.3390/s22010229. (IF = 3.275, Q1)
"5G Infrastructure Network Slicing: E2E Mean Delay Model and Effectiveness Assessment to Reduce Downtimes in Industry 4.0", Lorena Chinchilla-Romero, Jonathan Prados-Garzon, Pablo Ameigeiras, Pablo Muñoz, Juan M. Lopez-Soler, Sensors, 22 (1), 2022. DOI: 10.3390/s22010229close
Fifth Generation (5G) is expected to meet stringent performance network requisites of the Industry 4.0. Moreover, its built-in network slicing capabilities allow for the support of the traffic heterogeneity in Industry 4.0 over the same physical network infrastructure. However, 5G network slicing capabilities might not be enough in terms of degree of isolation for many private 5G networks use cases, such as multi-tenancy in Industry 4.0. In this vein, infrastructure network slicing, which refers to the use of dedicated and well isolated resources for each network slice at every network domain, fits the necessities of those use cases. In this article, we evaluate the effectiveness of infrastructure slicing to provide isolation among production lines (PLs) in an industrial private 5G network. To that end, we develop a queuing theory-based model to estimate the end-to-end (E2E) mean packet delay of the infrastructure slices. Then, we use this model to compare the E2E mean delay for two configurations, i.e., dedicated infrastructure slices with segregated resources for each PL against the use of a single shared infrastructure slice to serve the performance-sensitive traffic from PLs. Also we evaluate the use of Time-Sensitive Networking (TSN) against bare Ethernet to provide layer 2 connectivity among the 5G system components. We use a complete and realistic setup based on experimental and simulation data of the scenario considered. Our results support the effectiveness of infrastructure slicing to provide isolation in performance among the different slices. Then, using dedicated slices with segregated resources for each PL might reduce the number of the production downtimes and associated costs as the malfunctioning of a PL will not affect the network performance perceived by the performance-sensitive traffic from other PLs. Last, our results show that, besides the improvement in performance, TSN technology truly provides full isolation in the transport network compared to standard Ethernet thanks to traffic prioritization, traffic regulation, and bandwidth reservation capabilities.close
@Article{s22010229,
AUTHOR = {Chinchilla-Romero, Lorena and Prados-Garzon, Jonathan and Ameigeiras, Pablo and Muñoz, Pablo and Lopez-Soler, Juan M.},
TITLE = {5G Infrastructure Network Slicing: E2E Mean Delay Model and Effectiveness Assessment to Reduce Downtimes in Industry 4.0},
JOURNAL = {Sensors},
VOLUME = {22},
YEAR = {2022},
NUMBER = {1},
ARTICLE-NUMBER = {229},
URL = {https://www.mdpi.com/1424-8220/22/1/229},
PubMedID = {35009771},
ISSN = {1424-8220},
ABSTRACT = {Fifth Generation (5G) is expected to meet stringent performance network requisites of the Industry 4.0. Moreover, its built-in network slicing capabilities allow for the support of the traffic heterogeneity in Industry 4.0 over the same physical network infrastructure. However, 5G network slicing capabilities might not be enough in terms of degree of isolation for many private 5G networks use cases, such as multi-tenancy in Industry 4.0. In this vein, infrastructure network slicing, which refers to the use of dedicated and well isolated resources for each network slice at every network domain, fits the necessities of those use cases. In this article, we evaluate the effectiveness of infrastructure slicing to provide isolation among production lines (PLs) in an industrial private 5G network. To that end, we develop a queuing theory-based model to estimate the end-to-end (E2E) mean packet delay of the infrastructure slices. Then, we use this model to compare the E2E mean delay for two configurations, i.e., dedicated infrastructure slices with segregated resources for each PL against the use of a single shared infrastructure slice to serve the performance-sensitive traffic from PLs. Also we evaluate the use of Time-Sensitive Networking (TSN) against bare Ethernet to provide layer 2 connectivity among the 5G system components. We use a complete and realistic setup based on experimental and simulation data of the scenario considered. Our results support the effectiveness of infrastructure slicing to provide isolation in performance among the different slices. Then, using dedicated slices with segregated resources for each PL might reduce the number of the production downtimes and associated costs as the malfunctioning of a PL will not affect the network performance perceived by the performance-sensitive traffic from other PLs. Last, our results show that, besides the improvement in performance, TSN technology truly provides full isolation in the transport network compared to standard Ethernet thanks to traffic prioritization, traffic regulation, and bandwidth reservation capabilities.},
DOI = {10.3390/s22010229},
project={5gclarity|true5g},
impact={(IF = 3.275, Q1)}
}
close
Projects
Ongoing Projects
-
Spanish Ministry of Economic Affairs and Digital Transformation, TSI-063000-2021-28, 01/2022-12/2024
"AI-assisted beyond 5G-6G arCHitectuRe with deterministic netwOrking for iNdustrial communicatiOnS (6G-CHRONOS)", P. Ameigeiras, J. Navarro-Ortiz, 2024
close
@researchproject{6gchronos, code={TSI-063000-2021-28}, title={AI-assisted beyond 5G-6G arCHitectuRe with deterministic netwOrking for iNdustrial communicatiOnS (6G-CHRONOS)}, org={Spanish Ministry of Economic Affairs and Digital Transformation}, type={national}, author={P. Ameigeiras and J. Navarro-Ortiz}, year=2024, month=12, date1={01/2022}, date2={12/2024}, funding={820.979 €}, url0="http://wimunet.ugr.es/projects/6gchronos.php", logo="http://wimunet.ugr.es/assets/img/research/projects/Logo_UNICO_I+D.png", note="ongoing"}
close
-
Spanish Ministry of Economic Affairs and Digital Transformation, TSI-063000-2021-33, 01/2022-12/2024
"Beyond 5G-6G Capacitation And talEnt attRaction for stUdents (6G-CAERUS)", J.J. Ramos-Munoz, P. Munoz-Luengo, 2024
close
@researchproject{6gcaerus, code={TSI-063000-2021-33}, title={Beyond 5G-6G Capacitation And talEnt attRaction for stUdents (6G-CAERUS)}, org={Spanish Ministry of Economic Affairs and Digital Transformation}, type={national}, author={J.J. Ramos-Munoz and P. Munoz-Luengo}, year=2024, month=12, date1={01/2022}, date2={12/2024}, funding={250.000 €}, url0="http://wimunet.ugr.es/projects/6gcaerus.php", logo="http://wimunet.ugr.es/assets/img/research/projects/Logo_UNICO_I+D.png", note="ongoing"}
close
-
Spanish Ministry of Science and Innovation, PID2019-108713RB-C53, 06/2020-05/2023
"Towards zeRo toUch nEtwork and services for beyond 5G (TRUE-5G)", J. Navarro-Ortiz, J. M. Lopez-Soler, 2023
close
@researchproject{true5g, code={PID2019-108713RB-C53}, title={Towards zeRo toUch nEtwork and services for beyond 5G (TRUE-5G)}, org={Spanish Ministry of Science and Innovation}, type={national}, author={J. Navarro-Ortiz and J. M. Lopez-Soler}, year=2023, month=5, date1={06/2020}, date2={05/2023}, funding={151.855 €}, url0="http://wimunet.ugr.es/projects/true5g.php", logo="http://wimunet.ugr.es/assets/img/research/projects/ministerio_ciencia_innovacion.jpg", note="ongoing"}
close
-
Andalusian Regional Goverment (Programa Operativo FEDER de Andalucía 2014-2020), B-TIC-568-UGR20, 1/7/2021-30/6/2023
"low-PoweR sEnsor network for MONItoring envIronmenTal conditions (PREMONITION)", J. Navarro-Ortiz, J. J. Ramos-Munoz, 2023
close
@researchproject{B-TIC-568-UGR20, code={B-TIC-568-UGR20}, title={low-PoweR sEnsor network for MONItoring envIronmenTal conditions (PREMONITION)}, org={Andalusian Regional Goverment (Programa Operativo FEDER de Andalucía 2014-2020)}, type={regional}, author={J. Navarro-Ortiz and J. J. Ramos-Munoz}, funding={50.000 €}, url0="http://wimunet.ugr.es/projects/premonition.php", logo="http://wimunet.ugr.es/assets/img/research/projects/agencia_andaluza_conocimiento.png", year=2023, month=6, date1={1/7/2021}, date2={30/6/2023}, note="ongoing"}
close
-
European Commission H2020, Grant number 871428, 11/2019-04/2022
"Beyond 5G Multi-Tenant Private Networks Integrating Cellular, Wi-Fi, and LiFi, Powered by Artificial Intelligence and Intent Based Policy (5G-CLARITY)", J. M. Lopez-Soler, 2022
close
@researchproject{5gclarity, code={Grant number 871428}, title={Beyond 5G Multi-Tenant Private Networks Integrating Cellular, Wi-Fi, and LiFi, Powered by Artificial Intelligence and Intent Based Policy (5G-CLARITY)}, org={European Commission H2020}, type={European}, author={J. M. Lopez-Soler}, year=2022, month=4, date1={11/2019}, date2={04/2022}, funding={393.125 €}, url1={https://www.5gclarity.com/}, twitter={https://twitter.com/5g_clarity?lang=en}, linkedin={https://www.linkedin.com/in/5g-clarity-project-1538111a4}, url0="http://wimunet.ugr.es/projects/5gclarity.php", logo="http://wimunet.ugr.es/assets/img/research/projects/h2020_logo.jpg", note="ongoing"}
close
-
Andalusian Knowledge Agency (part of The Regional Ministry of Economy, Innovation, Science and Employment), A-TIC-241-UGR18, 01/2020-06/2022
"Architecture for IoT networks oriented to environmental sustainability (ARTEMIS)", J. Navarro-Ortiz, 2022
close
@researchproject{artemis, code={A-TIC-241-UGR18}, title={Architecture for IoT networks oriented to environmental sustainability (ARTEMIS)}, org={Andalusian Knowledge Agency (part of The Regional Ministry of Economy, Innovation, Science and Employment)}, type={regional}, author={J. Navarro-Ortiz}, year=2022, month=6, date1={01/2020}, date2={06/2022}, funding={32.125 €}, url0="http://wimunet.ugr.es/projects/artemis.php", logo="http://wimunet.ugr.es/assets/img/research/projects/agencia_andaluza_conocimiento.png", note="ongoing"}
close
-
Advanced methodologies for performance and QoX evaluation on telematics networks and services (EVEREST)
Spanish Ministry of Science and Innovation, RED2018-102383-T, 2020-2021
"Advanced methodologies for performance and QoX evaluation on telematics networks and services (EVEREST)", L. Cano-Ferre (UGR coordinator J. Navarro-Ortiz), 2021
close
@researchproject{everest, code={RED2018-102383-T}, title={Advanced methodologies for performance and QoX evaluation on telematics networks and services (EVEREST)}, org={Spanish Ministry of Science and Innovation}, type={national}, author={L. Cano-Ferre (UGR coordinator J. Navarro-Ortiz)}, year=2021, month=12, date1={2020}, date2={2021}, funding={20.000 €}, url1={https://qoxlab.com/}, twitter={https://twitter.com/QoX_Lab}, logo="http://wimunet.ugr.es/assets/img/research/projects/ministerio_ciencia_innovacion.jpg", note="ongoing"}
close
-
Engineering future secure edge computing networks, systems and services (Go2Edge)
Spanish Ministry of Science and Innovation, RED2018-102585-T, 2020-2021
"Engineering future secure edge computing networks, systems and services (Go2Edge)", Ramón J. Durán Barroso (UGR coordinator Juan J. Ramos-Munoz), 2021
close
@researchproject{go2edge, code={RED2018-102585-T}, title={Engineering future secure edge computing networks, systems and services (Go2Edge)}, org={Spanish Ministry of Science and Innovation}, type={national}, author={Ramón J. Durán Barroso (UGR coordinator Juan J. Ramos-Munoz)}, year=2021, month=12, date1={2020}, date2={2021}, funding={15.000 €}, url1={http://go2edge.uva.es/en/}, logo="http://wimunet.ugr.es/assets/img/research/projects/ministerio_ciencia_innovacion.jpg", note="ongoing"}
close
Spanish Ministry of Economic Affairs and Digital Transformation, TSI-063000-2021-28, 01/2022-12/2024
"AI-assisted beyond 5G-6G arCHitectuRe with deterministic netwOrking for iNdustrial communicatiOnS (6G-CHRONOS)", P. Ameigeiras, J. Navarro-Ortiz, 2024close
@researchproject{6gchronos, code={TSI-063000-2021-28}, title={AI-assisted beyond 5G-6G arCHitectuRe with deterministic netwOrking for iNdustrial communicatiOnS (6G-CHRONOS)}, org={Spanish Ministry of Economic Affairs and Digital Transformation}, type={national}, author={P. Ameigeiras and J. Navarro-Ortiz}, year=2024, month=12, date1={01/2022}, date2={12/2024}, funding={820.979 €}, url0="http://wimunet.ugr.es/projects/6gchronos.php", logo="http://wimunet.ugr.es/assets/img/research/projects/Logo_UNICO_I+D.png", note="ongoing"}
close
Spanish Ministry of Economic Affairs and Digital Transformation, TSI-063000-2021-33, 01/2022-12/2024
"Beyond 5G-6G Capacitation And talEnt attRaction for stUdents (6G-CAERUS)", J.J. Ramos-Munoz, P. Munoz-Luengo, 2024close
@researchproject{6gcaerus, code={TSI-063000-2021-33}, title={Beyond 5G-6G Capacitation And talEnt attRaction for stUdents (6G-CAERUS)}, org={Spanish Ministry of Economic Affairs and Digital Transformation}, type={national}, author={J.J. Ramos-Munoz and P. Munoz-Luengo}, year=2024, month=12, date1={01/2022}, date2={12/2024}, funding={250.000 €}, url0="http://wimunet.ugr.es/projects/6gcaerus.php", logo="http://wimunet.ugr.es/assets/img/research/projects/Logo_UNICO_I+D.png", note="ongoing"}
close
Spanish Ministry of Science and Innovation, PID2019-108713RB-C53, 06/2020-05/2023
"Towards zeRo toUch nEtwork and services for beyond 5G (TRUE-5G)", J. Navarro-Ortiz, J. M. Lopez-Soler, 2023close
@researchproject{true5g, code={PID2019-108713RB-C53}, title={Towards zeRo toUch nEtwork and services for beyond 5G (TRUE-5G)}, org={Spanish Ministry of Science and Innovation}, type={national}, author={J. Navarro-Ortiz and J. M. Lopez-Soler}, year=2023, month=5, date1={06/2020}, date2={05/2023}, funding={151.855 €}, url0="http://wimunet.ugr.es/projects/true5g.php", logo="http://wimunet.ugr.es/assets/img/research/projects/ministerio_ciencia_innovacion.jpg", note="ongoing"}
close
Andalusian Regional Goverment (Programa Operativo FEDER de Andalucía 2014-2020), B-TIC-568-UGR20, 1/7/2021-30/6/2023
"low-PoweR sEnsor network for MONItoring envIronmenTal conditions (PREMONITION)", J. Navarro-Ortiz, J. J. Ramos-Munoz, 2023close
@researchproject{B-TIC-568-UGR20, code={B-TIC-568-UGR20}, title={low-PoweR sEnsor network for MONItoring envIronmenTal conditions (PREMONITION)}, org={Andalusian Regional Goverment (Programa Operativo FEDER de Andalucía 2014-2020)}, type={regional}, author={J. Navarro-Ortiz and J. J. Ramos-Munoz}, funding={50.000 €}, url0="http://wimunet.ugr.es/projects/premonition.php", logo="http://wimunet.ugr.es/assets/img/research/projects/agencia_andaluza_conocimiento.png", year=2023, month=6, date1={1/7/2021}, date2={30/6/2023}, note="ongoing"}
close
European Commission H2020, Grant number 871428, 11/2019-04/2022
"Beyond 5G Multi-Tenant Private Networks Integrating Cellular, Wi-Fi, and LiFi, Powered by Artificial Intelligence and Intent Based Policy (5G-CLARITY)", J. M. Lopez-Soler, 2022close
@researchproject{5gclarity, code={Grant number 871428}, title={Beyond 5G Multi-Tenant Private Networks Integrating Cellular, Wi-Fi, and LiFi, Powered by Artificial Intelligence and Intent Based Policy (5G-CLARITY)}, org={European Commission H2020}, type={European}, author={J. M. Lopez-Soler}, year=2022, month=4, date1={11/2019}, date2={04/2022}, funding={393.125 €}, url1={https://www.5gclarity.com/}, twitter={https://twitter.com/5g_clarity?lang=en}, linkedin={https://www.linkedin.com/in/5g-clarity-project-1538111a4}, url0="http://wimunet.ugr.es/projects/5gclarity.php", logo="http://wimunet.ugr.es/assets/img/research/projects/h2020_logo.jpg", note="ongoing"}
close
Andalusian Knowledge Agency (part of The Regional Ministry of Economy, Innovation, Science and Employment), A-TIC-241-UGR18, 01/2020-06/2022
"Architecture for IoT networks oriented to environmental sustainability (ARTEMIS)", J. Navarro-Ortiz, 2022close
@researchproject{artemis, code={A-TIC-241-UGR18}, title={Architecture for IoT networks oriented to environmental sustainability (ARTEMIS)}, org={Andalusian Knowledge Agency (part of The Regional Ministry of Economy, Innovation, Science and Employment)}, type={regional}, author={J. Navarro-Ortiz}, year=2022, month=6, date1={01/2020}, date2={06/2022}, funding={32.125 €}, url0="http://wimunet.ugr.es/projects/artemis.php", logo="http://wimunet.ugr.es/assets/img/research/projects/agencia_andaluza_conocimiento.png", note="ongoing"}
close
Advanced methodologies for performance and QoX evaluation on telematics networks and services (EVEREST)Spanish Ministry of Science and Innovation, RED2018-102383-T, 2020-2021
"Advanced methodologies for performance and QoX evaluation on telematics networks and services (EVEREST)", L. Cano-Ferre (UGR coordinator J. Navarro-Ortiz), 2021close
@researchproject{everest, code={RED2018-102383-T}, title={Advanced methodologies for performance and QoX evaluation on telematics networks and services (EVEREST)}, org={Spanish Ministry of Science and Innovation}, type={national}, author={L. Cano-Ferre (UGR coordinator J. Navarro-Ortiz)}, year=2021, month=12, date1={2020}, date2={2021}, funding={20.000 €}, url1={https://qoxlab.com/}, twitter={https://twitter.com/QoX_Lab}, logo="http://wimunet.ugr.es/assets/img/research/projects/ministerio_ciencia_innovacion.jpg", note="ongoing"}
close
Engineering future secure edge computing networks, systems and services (Go2Edge)Spanish Ministry of Science and Innovation, RED2018-102585-T, 2020-2021
"Engineering future secure edge computing networks, systems and services (Go2Edge)", Ramón J. Durán Barroso (UGR coordinator Juan J. Ramos-Munoz), 2021close
@researchproject{go2edge, code={RED2018-102585-T}, title={Engineering future secure edge computing networks, systems and services (Go2Edge)}, org={Spanish Ministry of Science and Innovation}, type={national}, author={Ramón J. Durán Barroso (UGR coordinator Juan J. Ramos-Munoz)}, year=2021, month=12, date1={2020}, date2={2021}, funding={15.000 €}, url1={http://go2edge.uva.es/en/}, logo="http://wimunet.ugr.es/assets/img/research/projects/ministerio_ciencia_innovacion.jpg", note="ongoing"}
close
Thesis
Ongoing Ph.D. Thesis
-
Multi-connectivity solutions for 5G/6G networks
Ongoing.
"Multi-connectivity solutions for 5G/6G networks", Felix Delgado-Ferro, University of Granada
close
@PhdThesis{thesisdelgado,
author = {Felix Delgado-Ferro},
director = {Jorge Navarro-Ortiz and Juan M. Lopez-Soler},
title = {Multi-connectivity solutions for 5G/6G networks},
institution = {University of Granada},
type = {phdthesis},
project = {5gclarity|true5g|artemis|premonition},
note = "ongoing"
}
close
-
Optimization and orchestration of LoRaWAN networks
Ongoing.
"Optimization and orchestration of LoRaWAN networks", Natalia Chinchilla-Romero, University of Granada
close
@PhdThesis{thesisnatalia,
author = {Natalia Chinchilla-Romero},
director = {Jorge Navarro-Ortiz},
title = {Optimization and orchestration of LoRaWAN networks},
institution = {University of Granada},
type = {phdthesis},
project = {5gclarity|true5g|artemis|premonition},
note = "ongoing"
}
close
-
AI-assisted management of 5G private networks
Ongoing.
"AI-assisted management of 5G private networks", Lorena Chinchilla-Romero, University of Granada
close
@PhdThesis{thesislorena,
author = {Lorena Chinchilla-Romero},
director = {Pablo Ameigeiras and Pablo Muñoz},
title = {AI-assisted management of 5G private networks},
institution = {University of Granada},
type = {phdthesis},
project = {5gclarity|true5g},
note = "ongoing"
}
close
-
Orchestration and management of independent virtualized networks for the support of new services in 5G
Ongoing.
"Orchestration and management of independent virtualized networks for the support of new services in 5G", Jose Antonio Ordonez-Lucena, University of Granada
close
@PhdThesis{thesisordonez,
author = {Jose Antonio Ordonez-Lucena},
director = {Pablo Ameigeiras and Juan M. Lopez-Soler},
title = {Orchestration and management of independent virtualized networks for the support of new services in 5G},
institution = {University of Granada},
type = {phdthesis},
project = {5gcity|5gclarity|true5g},
note = "ongoing"
}
close
Latest B.Sc. and M.Sc. Thesis
-
Asignación de recursos radio en redes privadas 5G aplicando técnicas de inteligencia artificial
Defended on Sept. 2021.
"Asignación de recursos radio en redes privadas 5G aplicando técnicas de inteligencia artificial", Laura de la Torre Berjillos, 2021
close
@mastersthesis{ltb_2021,
author = {Laura de la Torre Berjillos},
director = {Pablo Muñoz},
title = {Asignación de recursos radio en redes privadas 5G aplicando técnicas de inteligencia artificial},
school = {Higher Technical School of Informatics and Telecommunications, University of Granada},
type = {Bachelor thesis},
degree = {degree on Telecommunications Engineering},
year = 2021,
month = Sept.,
pdf = {}
}
close
-
Slicing in a 5G private network
Defended on Sept. 2021.
"Slicing in a 5G private network", José Manuel Quiles Pérez, 2021
close
@mastersthesis{jmqp_2021,
author = {José Manuel Quiles Pérez},
director = {Pablo Muñoz, Romuald Mosqueron},
title = {Slicing in a 5G private network},
school = {Higher Technical School of Informatics and Telecommunications, University of Granada},
type = {M.Sc. thesis},
degree = {M.Sc. Telecommunications Engineering},
year = 2021,
month = Sept.,
pdf = {}
}
close
-
Machine Learning (ML) algorithms for LoRaWAN devices
Defended on Sept. 2021.
"Machine Learning (ML) algorithms for LoRaWAN devices", Pablo Roas-Domingo, 2021
close
@mastersthesis{roas_2021,
author = {Pablo Roas-Domingo},
director = {Jorge Navarro-Ortiz},
title = {Machine Learning (ML) algorithms for LoRaWAN devices},
school = {Higher Technical School of Informatics and Telecommunications, University of Granada},
type = {M.Sc. thesis},
degree = {M.Sc. Telecommunications Engineering},
year = 2021,
month = Sept.,
pdf = {https://wpd.ugr.es/~jorgenavarro/thesis/2021_TFM_PabloRoasDomingo.pdf}
}
close
-
Planificación celular con red de retorno basada en banda milimétrica
Defended on Sept. 2021.
"Planificación celular con red de retorno basada en banda milimétrica", Henar Romero González, 2021
close
@mastersthesis{hrg_2021,
author = {Henar Romero González},
director = {Pablo Muñoz},
title = {Planificación celular con red de retorno basada en banda milimétrica},
school = {Higher Technical School of Informatics and Telecommunications, University of Granada},
type = {Bachelor thesis},
degree = {degree on Telecommunications Engineering},
year = 2021,
month = Sept.,
pdf = {}
}
close
Collaborations
Telefónica I+D
Research on 4G/5G through a Joint Research Unit. Research project 5G-CLARITY and research contract "QoE enhancements in 3G LTE".
Universitat Politécnica de Catalunya
Research projects TRUE-5G and 5G-CITY, and thematic networks EVEREST and Go2Edge
Universidad de Málaga
Research on 4G (research contract "QoE enhancements in 3G LTE") and thematic network EVEREST
Photo Gallery
8th plenary meeting of the European project 5G-CLARITY on March 2022
Natalia presenting our paper about the ARTEMIS architecture at JITEL'21
Felix presenting our paper about our architecture for environments without coverage using LoRaWAN at JITEL'21
Plenary meeting of the national project TRUE-5G on September 2021
Excellence research award from the University of Granada to our members Pablo Ameigeiras, Jose Ordonez and Juan J. Ramos
Signing of the Joint Research Unit with Telefonica
Student reception days
Plenary meeting of the European project 5G-CLARITY
Plenary meeting of the national project 5G-CITY in UC3M
Receiving an award from the Spanish Official Association of Telecommunications Engineers to WiMuNet lab
Plenary meeting of the national project 5G-CITY in Granada
Contact Us
Our Address
C/ Periodista Daniel Saucedo Aranda, S/N. C.P. 18071, Granada (Spain)
Email Us
juanma (at) ugr.es
Multi-connectivity solutions for 5G/6G networksOngoing."Multi-connectivity solutions for 5G/6G networks", Felix Delgado-Ferro, University of Granadaclose@PhdThesis{thesisdelgado, author = {Felix Delgado-Ferro}, director = {Jorge Navarro-Ortiz and Juan M. Lopez-Soler}, title = {Multi-connectivity solutions for 5G/6G networks}, institution = {University of Granada}, type = {phdthesis}, project = {5gclarity|true5g|artemis|premonition}, note = "ongoing" }close@PhdThesis{thesisnatalia, author = {Natalia Chinchilla-Romero}, director = {Jorge Navarro-Ortiz}, title = {Optimization and orchestration of LoRaWAN networks}, institution = {University of Granada}, type = {phdthesis}, project = {5gclarity|true5g|artemis|premonition}, note = "ongoing" }close@PhdThesis{thesislorena, author = {Lorena Chinchilla-Romero}, director = {Pablo Ameigeiras and Pablo Muñoz}, title = {AI-assisted management of 5G private networks}, institution = {University of Granada}, type = {phdthesis}, project = {5gclarity|true5g}, note = "ongoing" }close@PhdThesis{thesisordonez, author = {Jose Antonio Ordonez-Lucena}, director = {Pablo Ameigeiras and Juan M. Lopez-Soler}, title = {Orchestration and management of independent virtualized networks for the support of new services in 5G}, institution = {University of Granada}, type = {phdthesis}, project = {5gcity|5gclarity|true5g}, note = "ongoing" }closeLatest B.Sc. and M.Sc. Thesis
@mastersthesis{ltb_2021, author = {Laura de la Torre Berjillos}, director = {Pablo Muñoz}, title = {Asignación de recursos radio en redes privadas 5G aplicando técnicas de inteligencia artificial}, school = {Higher Technical School of Informatics and Telecommunications, University of Granada}, type = {Bachelor thesis}, degree = {degree on Telecommunications Engineering}, year = 2021, month = Sept., pdf = {} }close@mastersthesis{jmqp_2021, author = {José Manuel Quiles Pérez}, director = {Pablo Muñoz, Romuald Mosqueron}, title = {Slicing in a 5G private network}, school = {Higher Technical School of Informatics and Telecommunications, University of Granada}, type = {M.Sc. thesis}, degree = {M.Sc. Telecommunications Engineering}, year = 2021, month = Sept., pdf = {} }close@mastersthesis{roas_2021, author = {Pablo Roas-Domingo}, director = {Jorge Navarro-Ortiz}, title = {Machine Learning (ML) algorithms for LoRaWAN devices}, school = {Higher Technical School of Informatics and Telecommunications, University of Granada}, type = {M.Sc. thesis}, degree = {M.Sc. Telecommunications Engineering}, year = 2021, month = Sept., pdf = {https://wpd.ugr.es/~jorgenavarro/thesis/2021_TFM_PabloRoasDomingo.pdf} }close@mastersthesis{hrg_2021, author = {Henar Romero González}, director = {Pablo Muñoz}, title = {Planificación celular con red de retorno basada en banda milimétrica}, school = {Higher Technical School of Informatics and Telecommunications, University of Granada}, type = {Bachelor thesis}, degree = {degree on Telecommunications Engineering}, year = 2021, month = Sept., pdf = {} }closeCollaborations
Telefónica I+D
Research on 4G/5G through a Joint Research Unit. Research project 5G-CLARITY and research contract "QoE enhancements in 3G LTE".
Universitat Politécnica de Catalunya
Research projects TRUE-5G and 5G-CITY, and thematic networks EVEREST and Go2Edge
Universidad de Málaga
Research on 4G (research contract "QoE enhancements in 3G LTE") and thematic network EVEREST
Photo Gallery
8th plenary meeting of the European project 5G-CLARITY on March 2022
Natalia presenting our paper about the ARTEMIS architecture at JITEL'21
Felix presenting our paper about our architecture for environments without coverage using LoRaWAN at JITEL'21
Plenary meeting of the national project TRUE-5G on September 2021
Excellence research award from the University of Granada to our members Pablo Ameigeiras, Jose Ordonez and Juan J. Ramos
Signing of the Joint Research Unit with Telefonica
Student reception days
Plenary meeting of the European project 5G-CLARITY
Plenary meeting of the national project 5G-CITY in UC3M
Receiving an award from the Spanish Official Association of Telecommunications Engineers to WiMuNet lab
Plenary meeting of the national project 5G-CITY in Granada
Contact Us
Our Address
C/ Periodista Daniel Saucedo Aranda, S/N. C.P. 18071, Granada (Spain)
Email Us
juanma (at) ugr.es
