Publications

Papers and documents published in frames of the ONOFRE-3 project

Luz E. Marquez, Alfonso Bahillo, Maria Calle, Ignacio De Miguel (2024). Effects of Body Shadowing in LoRa Localization Systems. IEEE Access, Vol. 11, No. , PP. 9521-9528, DOI: 10.1109/ACCESS.2023.3239896.

Phuwadol Viroonluecha, Esteban Egea-Lopez, Jose Santa (2024). Evaluation of Offline Reinforcement Learning for Blood Glucose Level Control in Type 1 Diabetes. IEEE Access, Vol. 11, No. , PP. 104643-104655, DOI: 10.1109/ACCESS.2023.3318324.

José-María Molina-García-Pardo, Lorenzo Rubio, M. T. Martínez-Inglés, E. Egea-López, A. Mateo-Aroca, Vicent M. Rodrigo Peñarrocha, Juan Reig (2024). Wireless Channel Characterization from 2 to 28 GHz in an Outdoor Parking Lot. IEEE Antennas and Wireless Propagation Letters, Vol. , No. , PP. 1-5, DOI: 10.1109/LAWP.2024.3363904.

Mohammed Mallik, Benjamin Allaert, Esteban Egea-Lopez, Davy P. Gaillot, Joe Wiart, Laurent Clavier (2024). Infinite Limits of Convolutional Neural Network for Urban Electromagnetic Field Exposure Reconstruction. IEEE Access, Vol. 12, No. , PP. 49476-49488, DOI: 10.1109/ACCESS.2024.3380835.

Emilio Ramos-Sorroche, Jesus Rubio-Aparicio, Jose Santa, Carlos Guardiola, Esteban Egea-Lopez (2024). In-cabin and outdoor environmental monitoring in vehicular scenarios with distributed computing. Internet of Things, Vol. 25, PP. 101009, DOI: https://doi.org/10.1016/j.iot.2023.101009.

Nina Skorin-Kapov, Luka Mesarić, Fernando Pereñíguez García, Lea Skorin-Kapov (2024). Scheduling aerial resource operations for the extinction of large-scale wildfires . Omega, Vol. 122, PP. 102941, DOI: https://doi.org/10.1016/j.omega.2023.102941.

Soheil Hosseini, Ignacio De Miguel, Noemí Merayo, Juan Carlos Aguado, Óscar González de Dios, Ramón J. Durán Barroso (2023). Migration of elastic optical networks to the C $+$ L-bands subject to a partial upgrade of the number of erbium-doped fiber amplifiers. J. Opt. Commun. Netw., Vol. 15, No. 11, PP. F22–F35, DOI: 10.1364/JOCN.493231.

David de Pintos, Noemí Merayo, Carlos Sangrador, Juan Carlos Aguado, Ignacio De Miguel, Ramón J. Durán Barroso (2023). Software defined networking agent demonstration to enable configuration and management of XGS-PON architectures. J. Opt. Commun. Netw., Vol. 15, No. 9, PP. 620–637, DOI: 10.1364/JOCN.494694.

Pablo Pavon-Mariño, Nina Skorin-Kapov, Antonio Napoli (2023). Tree-determination, routing, and spectrum assignment using point-to-multipoint coherent optics . J. Opt. Commun. Netw., Vol. 15, No. 7, PP. C29–C40, DOI: 10.1364/JOCN.482457.

Pilar Jiménez, Jose Santa, Jesus Rubio-Aparicio, Emilio Ramos, Ramón Martínez, Esteban Egea-Lopez (2023). Urban crowdsensing by personal mobility vehicles to manage air pollution. Transportation Research Procedia, Vol. 71, PP. 164-171, DOI: https://doi.org/10.1016/j.trpro.2023.11.071.

Alejandro Molina Zarca, Antonio Skármeta Jaime Ortiz Córdoba (2023). Unmanned Aerial Vehicle Multi-Access Edge Computing as Security Enabler for Next-Gen 5G Security Frameworks. Intelligent Automation & Soft Computing, Vol. 37, No. 2, PP. 2307–2333, DOI: 10.32604/iasc.2023.039607.

Ramon Sanchez-Iborra, Abdeljalil Zoubir, Abderahmane Hamdouchi, Ali Idri, Antonio Skarmeta (2023). Intelligent and Efficient IoT Through the Cooperation of TinyML and Edge Computing. Informatica, Vol. 34, No. 1, PP. 147–168, DOI: 10.15388/22-INFOR505.

Anthony Feijoo-Añazco, Dan Garcia-Carrillo, Jesús Sanchez-Gomez, Rafael Marin-Perez (2023). Innovative security and compression for constrained IoT networks. Internet of Things, Vol. 24, PP. 100899, DOI: https://doi.org/10.1016/j.iot.2023.100899.

Valdis Laan Leandro Marín (2023). Firm homomorphisms of rings and semigroups. Theory and Applications of Categories, Vol. 39, No. 22.

Ronghao Pan, Antonio Ruiz-Martínez (2023). Evolution of web tracking protection in Chrome. Journal of Information Security and Applications, Vol. 79, PP. 103643, DOI: https://doi.org/10.1016/j.jisa.2023.103643.

Jesus Rubio-Aparicio, Jose Santa (2023). An Embedded Crowdsensing Unit for Mobile Urban Pollution Monitoring. IEEE Communications Magazine, Vol. 61, No. 1, PP. 90–96, DOI: 10.1109/MCOM.001.2200161.

Jesús García-Rodríguez, Antonio Skarmeta (2023). A privacy-preserving attribute-based framework for IoT identity lifecycle management. Computer Networks, Vol. 236, PP. 110039, DOI: https://doi.org/10.1016/j.comnet.2023.110039.

José M. Cadenas, M. Carmen Garrido, Raquel Martínez-España (2023). A Methodology Based on Machine Learning and Soft Computing to Design More Sustainable Agriculture Systems. Sensors, Vol. 23, No. 6, DOI: 10.3390/s23063038.

Diego Hortelano, Ignacio De Miguel, Ramón J. Durán Barroso, Juan Carlos Aguado, Noemí Merayo, Lidia Ruiz, Adrian Asensio, Xavi Masip-Bruin, Patricia Fernández, Rubén M. Lorenzo, Evaristo J. Abril (2023). A comprehensive survey on reinforcement-learning-based computation offloading techniques in Edge Computing Systems. Journal of Network and Computer Applications, Vol. 216, PP. 103669, DOI: https://doi.org/10.1016/j.jnca.2023.103669.

Jorge Gallego-Madrid, Ramon Sanchez-Iborra, Jordi Ortiz, Jose Santa (2023). The role of vehicular applications in the design of future 6G infrastructures . ICT Express, Vol. 9, No. 4, PP. 556–570, DOI: https://doi.org/10.1016/j.icte.2023.03.011.

Inmaculada Gomez-Rios, Esteban Egea-Lopez, Antonio José Ortiz~Ruiz (2023). ORIENTATE: automated machine learning classifiers for oral health prediction and research . BMC Oral Health, Vol. 408, PP. 23, DOI: https://doi.org/10.1186/s12903-023-03112-w.

Jesús Sanchez-Gomez, Rafael Marin-Perez, Ramon Sanchez-Iborra, Miguel Angel Zamora (2023). MEC-based architecture for interoperable and trustworthy internet of moving things . Digital Communications and Networks, Vol. 9, No. 1, PP. 270–279, DOI: https://doi.org/10.1016/j.dcan.2022.03.028.

Pedro Ruzafa-Alcázar, Pablo Fernández-Saura, Enrique Mármol-Campos, Aurora González-Vidal, José L. Hernández-Ramos, Jorge Bernal-Bernabe, Antonio F. Skarmeta (2023). Intrusion Detection Based on Privacy-Preserving Federated Learning for the Industrial IoT . IEEE Transactions on Industrial Informatics, Vol. 19, No. 2, PP. 1145–1154, DOI: 10.1109/TII.2021.3126728.

Aurora González-Vidal, José Mendoza-Bernal, Shuteng Niu, Antonio F. Skarmeta, Houbing Song (2023). A Transfer Learning Framework for Predictive Energy-Related Scenarios in Smart Buildings . IEEE Transactions on Industry Applications, Vol. 59, No. 1, PP. 26–37, DOI: 10.1109/TIA.2022.3179222.

Andres Ruz-Nieto, Esteban Egea-Lopez, Jose-Marıa Molina-Garcıa-Pardo, Jose Santa (2023). A 3D simulation framework with ray-tracing propagation for LoRaWAN communication . Internet of Things, Vol. 24, PP. 100964, DOI: https://doi.org/10.1016/j.iot.2023.100964.

Arijit AND Marin, Leandro AND Jara, Antonio J. Ukil (2022). When less is more powerful: Shapley value attributed ablation with augmented learning for practical time series sensor data classification . PLOS ONE, Vol. 17, No. 11, PP. 1–28, DOI: 10.1371/journal.pone.0277975.

Phuwadol AND Egea-Lopez, Esteban AND Santa, Jose Viroonluecha (2022). Evaluation of blood glucose level control in type 1 diabetic patients using deep reinforcement learning . PLOS ONE, Vol. 17, No. 9, PP. 1–23, DOI: 10.1371/journal.pone.0274608.

Luis Bernal-Escobedo, Jose Santa, Antonio Skarmeta Ramon Sanchez-Iborra (2022). TinyML-Based Fall Detection for Connected Personal Mobility Vehicles. Computers, Materials & Continua, Vol. 71, No. 2, PP. 3869–3885, DOI: 10.32604/cmc.2022.022610.

Ramon Sanchez-Iborra, Antonio Skarmeta (2022). Securing the Hyperconnected Healthcare Ecosystem. AI and IoT for Sustainable Development in Emerging Countries: Challenges and Opportunities, PP. 455–471, DOI: 10.1007/978-3-030-90618-4_22.

Miquel Garrich Alabarce, Pablo Pavon-Mariño (2022). Optical network design and analysis tools: A test of time. Optical Switching and Networking, Vol. 44, PP. 100651, DOI: https://doi.org/10.1016/j.osn.2021.100651.

Jorge Gallego-Madrid, Ramon Sanchez-Iborra, Pedro M. Ruiz, Antonio F. Skarmeta (2022). Machine learning-based zero-touch network and service management: a survey. Digital Communications and Networks, Vol. 8, No. 2, PP. 105–123, DOI: https://doi.org/10.1016/j.dcan.2021.09.001.

M. Carmen Garrido, José M. Cadenas, Andrés Bueno-Crespo, Raquel Martínez-España, José G. Giménez, José M. Cecilia (2022). Evaporation Forecasting through Interpretable Data Analysis Techniques. Electronics, Vol. 11, No. 4, DOI: 10.3390/electronics11040536.

Jose Santa, Konstantinos V. Katsaros, Luis Bernal-Escobedo, Sadeq Zougari, Marta Miranda, Oscar Castañeda, Benoit Dalet, Angelos Amditis (2022). Evaluation platform for 5G vehicular communications. Vehicular Communications, Vol. 38, PP. 100537, DOI: https://doi.org/10.1016/j.vehcom.2022.100537.

Esteban Egea-Lopez, José-María Molina-García-Pardo, Martine Lienard, Pierre Degauque (2022). Deterministic Polarimetric Propagation Analysis in Road Tunnels. 2022 International Wireless Communications and Mobile Computing (IWCMC), Vol. , No. , PP. 743–747, DOI: 10.1109/IWCMC55113.2022.9825451.

Estefanía Coronado, Rasoul Behravesh, Tejas Subramanya, Adriana Fernàndez-Fernàndez, Muhammad Shuaib Siddiqui, Xavier Costa-Pérez, Roberto Riggio (2022). Zero Touch Management: A Survey of Network Automation Solutions for 5G and 6G Networks . IEEE Communications Surveys & Tutorials, Vol. 24, No. 4, PP. 2535–2578, DOI: 10.1109/COMST.2022.3212586.

Ramon Sanchez-Iborra, Antonio Skarmeta (2022). Who is wearing me? TinyDL-based user recognition in constrained personal devices . IET Computers & Digital Techniques, Vol. 16, No. 1, PP. 1–9, DOI: https://doi.org/10.1049/cdt2.12035.

Ricardo Santos, Nina Skorin-Kapov, Hakim Ghazzai, Andreas Kassler, Gia Khanh Tran (2022). Towards the optimal orchestration of steerable mmWave backhaul reconfiguration . Computer Networks, Vol. 205, PP. 108750, DOI: https://doi.org/10.1016/j.comnet.2021.108750.

Mohammed Mallik, Angesom Ataklity Tesfay, Benjamin Allaert, Redha Kassi, Esteban Egea-Lopez, José-María Molina-García-Pardo, Joe Wiart, Davy P. Gaillot, Laurent Clavier (2022). Towards Outdoor Electromagnetic Field Exposure Mapping Generation Using Conditional GANs . Sensors, Vol. 22, No. 24, DOI: 10.3390/s22249643.

Esteban Egea-Lopez, Pablo Pavon-Mariño, Jose Santa (2022). Optimal Joint Power and Rate Adaptation for Awareness and Congestion Control in Vehicular Networks . IEEE Transactions on Intelligent Transportation Systems, Vol. 23, No. 12, PP. 25033–25046, DOI: 10.1109/TITS.2022.3209094.

J. Aznar-Poveda, A.-J. García-Sánchez, E. Egea-López, J. García-Haro (2022). Approximate reinforcement learning to control beaconing congestion in distributed networks . J. Opt. Commun. Netw., Vol. , No. , DOI: 10.1038/s41598-021-04123-9.

Arijit Ukil, Leandro Marin, Subhas Chandra Mukhopadhyay, Antonio J. Jara (2022). AFSense-ECG: Atrial Fibrillation Condition Sensing From Single Lead Electrocardiogram (ECG) Signals . IEEE Sensors Journal, Vol. 22, No. 12, PP. 12269–12277, DOI: 10.1109/JSEN.2022.3162691.

Angela Popa, Alfonso P. Ramallo González, Gaurav Jaglan, Anna Fensel (2022). A Semantically Data-Driven Classification Framework for Energy Consumption in Buildings . Energies, Vol. 15, No. 9, DOI: 10.3390/en15093155.

Alfonso P. Ramallo González, Tomas Alcañiz-Cascales, Valentina Tomat, Ana Fernández Guillamón, Ángel Molina, Antonio F. Skarmeta-Gómez (2022). A novel method for eliminating the exponential growth of computing optimal demand response events for large-scale appliances re-scheduling . Sustainable Energy, Grids and Networks, Vol. 32, PP. 100907, DOI: https://doi.org/10.1016/j.segan.2022.100907.

Alfonso P. Ramallo González, Aurora González-Vidal, Fernando Terroso-Saenz, Antonio F. Skarmeta-Gómez (2022). A Novel Learning Algorithm Based on Bayesian Statistics: Modelling Thermostat Adjustments for Heating and Cooling in Buildings . Mathematics, Vol. 10, No. 14, DOI: 10.3390/math10142363.

Pablo Pavon-Mariño, Nina Skorin-Kapov, Antonio Napoli (2022). A Network Dimensioning Algorithm for Exploiting the Capabilities of Subcarrier-based Point-to-Multipoint Coherent Optics . European Conference on Optical Communication (ECOC) 2022, PP. Tu1B.2.

Esteban AND Molina-Garcia-Pardo, Jose Maria AND Lienard, Martine AND Degauque, Pierre Egea-Lopez (2021). Opal: An open source ray-tracing propagation simulator for electromagnetic characterization . PLOS ONE, Vol. 16, No. 11, PP. 1–19, DOI: 10.1371/journal.pone.0260060.

Camilo Anzola-Rojas, Ramón J. Durán Barroso, Ignacio De Miguel, Noemí Merayo, Juan Carlos Aguado, Patricia Fernández, Rubén M. Lorenzo, Evaristo J. Abril (2021). Joint Planning of MEC and Fiber Deployment in Sparsely Populated Areas. 2021 International Conference on Optical Network Design and Modeling (ONDM), Vol. , No. , PP. 1-3, DOI: 10.23919/ONDM51796.2021.9492396.

Juan Aznar-Poveda, Antonio-Javier Garcia-Sanchez, Esteban Egea-Lopez, Joan García-Haro (2021). Simultaneous Data Rate and Transmission Power Adaptation in V2V Communications: A Deep Reinforcement Learning Approach . IEEE Access, Vol. 9, No. , PP. 122067–122081, DOI: 10.1109/ACCESS.2021.3109422.