Publications
New
A. Hamza-Cherif, W. Jami, C. Ksouri, A. Aguilar-Rivera, R. Parada, N. Vidal, D. Porcuna, F. Vazquez-Gallego and J. Nasreddine. "5G-based Traffic Safety and Management Service for Cooperative Connected and Automated Mobility in Cross-Border Scenarios". Accepted in VTC2025-Spring
New
J.Serra, A. Aguilar, E. Abu-Helalah, R. Parada and P.Dini, "Multi-Object Tracking for Collision Avoidance Using Multiple Cameras in Open RAN Networks" accepted to IEEE ICMLCN 2025.
New
R. Parada, E. Abu-Helalah, J. Serra, A. Aguilar, and P. Dini. "Enhancing 5G O-RAN Communication Efficiency Through AI-Based Latency Forecasting". Accepted in IEEE INFOCOM UK, 2025
A. G. Baigorri,  R. Parada, V. M. Baeza and C. Monzo. "Leveraging Urban Water Distribution Systems with Smart Sensors for Sustainable Cities". Sensors 2024, 24, 7223. https://doi.org/10.3390/s24227223
F. S. Martínez, J. Casas-Roma, L. Subirats and R. Parada.  "Spiking neural networks for autonomous driving: A review". Engineering Applications of Artificial Intelligence, 138(B), 109415. ISSN 0952-1976, https://doi.org/10.1016/j.engappai.2024.109415.
R. Parada, V. Monzón Baeza and C.Monzo. "Chapter 7. An RFID-Based Reproducible Network for Anomaly Detection Using Machine Learning". Advances in Engineering Research. Volume 57. Nova Science Publishers, Inc. ISBN: 979-8-89113-961-9. 2024
M. Caballero, M.C. Rodríguez-Hernández, R. Parada, S. Ilarri, R. Trillo-Lado, R. Hermoso and Ó. Rubio. Database and Expert Systems Applications. DEXA 2024. Lecture Notes in Computer Science, vol 14910. Springer, Cham. https://doi.org/10.1007/978-3-031-68309-1_23 Presented on DEXA 2024. 26-28 August 2024 Naples, Italy
R. Parada. "Chapter 3. A Spring-Based Helical Antenna for an RFID Inventory System in Retail Stores". Advances in Engineering Research. Volume 56. Nova Science Publishers, Inc. 2024
R. Parada, V. Monzon Baeza, D.N. Barraca-Ibort and C. Monzo. "LoRa-Based Low-Cost Nanosatellite for Emerging Communication Networks in Complex Scenarios". Aerospace 2023, 10, 754. https://doi.org/10.3390/aerospace10090754
R. Parada, R. Corvillo and P. Dini, "A DL-based estimation probability approach for VRU collision avoidance," 2023 IEEE Conference on Artificial Intelligence (CAI), Santa Clara, CA, USA, 2023, pp. 23-25, doi: 10.1109/CAI54212.2023.00018.
F. S. Martínez, R. Parada and J. Casas-Roma. "CO2 impact on convolutional network model training for autonomous driving through behavioral cloning", Advanced Engineering Informatics, Volume 56, 2023, 101968, ISSN 1474-0346, https://doi.org/10.1016/j.aei.2023.101968. 
 
C. Villar Miguelez, V. Monzon Baeza, R. Parada, and C. Monzo. Guidelines for Renewal and Securitization of a Critical Infrastructure Based on IoT Networks. Smart Cities 2023, 6, 728-743. https://doi.org/10.3390/smartcities6020035
A. Aguilar-Rivera, R. Vilalta, R. Parada, F. M. Perez and F. Vázquez-Gallego, "Evaluation of AI-based Smart-Sensor Deployment at the Extreme Edge of a Software- Defined Network," 2022 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), Phoenix, AZ, USA, 2022, pp. 1-5, doi: 10.1109/NFV-SDN56302.2022.9974729.
E. Pérez, R. Parada, and C. Monzo. "Global Emergency System Based on WPAN and LPWAN Hybrid Networks". Sensors 2022, 22, 7921. https://doi.org/10.3390/s22207921
J. Nasreddine, E. Carmona-Cejudo, R. Vilalta, R. Parada, P. Veyssiere, A. Antonopoulos, J.L. Luque, J. Bastida R. González, G.N. Triantafyllou, N. Trujillo Quijada, J. Garcia Hospital, J. Garbiso and F. Vázquez-Gallego. "5GMED Architecture for Advanced Automotive and Railway Communication Services in Cross-Border Scenarios" 2022 IEEE Future Networks World Forum (FNWF), Montreal, QC, Canada, 2022, pp. 36-42, doi: 10.1109/FNWF55208.2022.00015.
R. Parada, F. Vázquez-Gallego, R. Sedar and R. Vilalta, "An Inter-operable and Multi-protocol V2X Collision Avoidance Service based on Edge Computing" 2022 IEEE 95th Vehicular Technology Conference: (VTC2022-Spring), Helsinki, Finland, 2022, pp. 1-5, doi: 10.1109/VTC2022-Spring54318.2022.9860970.
R. Parada, A. Aguilar, J. Alonso-Zarate and F. Vázquez-Gallego, "Machine Learning-based Trajectory Prediction for VRU Collision Avoidance in V2X Environments" 2021 IEEE Global Communications Conference (GLOBECOM), Madrid, Spain, 2021, pp. 1-6, doi: 10.1109/GLOBECOM46510.2021.9685520.
R. Parada, H. Soleimani, F. Moretto, S. Tomasin, and M. Zorzi. "Statistical approaches for initial access in mmWave 5G systems". Trans Emerging Tel Tech. 2021; 32:e3683. https://doi.org/10.1002/ett.3683
R. Parada, S. Rueda-Teruel and C. Monzo. "Local Seeing Measurement for Increasing Astrophysical Observatory Quality Images Using an Autonomous Wireless Sensor Network". Sensors 2020, 20, 3792. https://doi.org/10.3390/s20133792
R. Parada, A. Palazón, C. Monzo and J. Melià-Seguí. "RFID Based Embedded System for Sustainable Food Management in an IoT Network Paradigm". Future Internet 2019, 11, 189. https://doi.org/10.3390/fi11090189
H. Soleimani, R. Parada, S. Tomasin and M. Zorzi, "Fast Initial Access for mmWave 5G Systems with Hybrid Beamforming Using Online Statistics Learning" in IEEE Communications Magazine, vol. 57, no. 9, pp. 132-137, September 2019, doi: 10.1109/MCOM.2019.1800805.
R. Parada, J. Font and J. Casas-Roma. "Predicting Energy Generation Using Forecasting Techniques in Catalan Reservoirs". Energies 2019, 12, 1832. https://doi.org/10.3390/en12101832
R. Parada, J. Font and J. Casas-Roma. (2019). "Forecasting Water Levels of Catalan Reservoirs". In: Torra, V., Narukawa, Y., Pasi, G., Viviani, M. (eds) Modeling Decisions for Artificial Intelligence. MDAI 2019. Lecture Notes in Computer Science(), vol 11676. Springer, Cham. https://doi.org/10.1007/978-3-030-26773-5_15
R. Parada, J. Melià-Seguí and R. Pous. (2018). "Anomaly Detection Using RFID-Based Information Management in an IoT Context". Journal of Organizational and End User Computing (JOEUC), 30(3), 1-23. http://doi.org/10.4018/JOEUC.2018070101
H. Soleimani, R. Parada, S. Tomasin and M. Zorzi, "Statistical Approaches for Initial Access in mmWave 5G Systems" European Wireless 2018; 24th European Wireless Conference, Catania, Italy, 2018, pp. 1-6.
R. Parada and M. Zorzi, "Context-aware Handover in mmWave 5G Using UE's Direction of Pass" European Wireless 2018; 24th European Wireless Conference, Catania, Italy, 2018, pp. 1-6.
D. Zordan, R. Parada, M. Rossi and M. Zorzi, "Automatic Rate-Distortion Classification for the IoT: Towards Signal-Adaptive Network Protocols" GLOBECOM 2017 - 2017 IEEE Global Communications Conference, Singapore, 2017, pp. 1-7, doi: 10.1109/GLOCOM.2017.8255033.
R. Parada, D. Cárdenes-Tacoronte, C. Monzo and J. Melià-Seguí, J. "Internet of THings Area Coverage Analyzer (ITHACA) for Complex Topographical Scenarios". Symmetry 2017, 9, 237. https://doi.org/10.3390/sym9100237
R. Parada and M. Zorzi, "Cell discovery based on historical user's location in mmWave 5G" European Wireless 2017; 23th European Wireless Conference, Dresden, Germany, 2017, pp. 1-6.
R. Parada and J. Melia-Segui, "Gesture Detection Using Passive RFID Tags to Enable People-Centric IoT Applications" in IEEE Communications Magazine, vol. 55, no. 2, pp. 56-61, February 2017, doi: 10.1109/MCOM.2017.1600701CM.
R. Parada, K. Nur, J. Melià-Seguí and R. Pous, "Smart Surface: RFID-Based Gesture Recognition Using k-Means Algorithm" 2016 12th International Conference on Intelligent Environments (IE), London, UK, 2016, pp. 111-118, doi: 10.1109/IE.2016.25.
R. Parada, J. Melià-Seguí and R. Pous. "RFID Based People-Object Direction of Pass Detection". International Workshop on Computational Sustainability, Technologies and ApplicationsAt: London, UK. Volume: 21. 2016. DOI: 10.3233/978-1-61499-690-3-426
R. Parada, J. Melià-Seguí and R. Pous, "Evaluation and deployment of an industrial spring-based RFID reader antenna" 2016 IEEE International Conference on RFID (RFID), Orlando, FL, USA, 2016, pp. 1-4, doi: 10.1109/RFID.2016.7488007.
Raúl Parada Medina. TDX (Tesis Doctorals en Xarxa)(2016)Published by Universitat Pompeu Fabra 
Programa de doctorat en Tecnologies de la Informació i les Comunicacions
R. Parada, J. Melià-Seguí, A. Carreras, M. Morenza-Cinos and R. Pous, "Measuring user-object interactions in IoT spaces" 2015 IEEE International Conference on RFID Technology and Applications (RFID-TA), Tokyo, Japan, 2015, pp. 52-58, doi: 10.1109/RFID-TA.2015.7379797.
R. Parada, J. Melià-Seguí, M. Morenza-Cinos, A. Carreras and R. Pous, "Using RFID to Detect Interactions in Ambient Assisted Living Environments" in IEEE Intelligent Systems, vol. 30, no. 4, pp. 16-22, July-Aug. 2015, doi: 10.1109/MIS.2015.43.
R. Parada, J. Melia-Seguıí, M. Morenza-Cinos, A. Carreras and R. Pous. "Towards Measuring User-Object Interaction in IoT Spaces". 9th Annual IEEE International Conference on RFID, San Diego Convention Center, San Diego, CA. 2015
J. Melià-Seguí, R. Pous, A. Carreras, M. Morenza-Cinos, R. Parada, Z. Liaghat, and R. De Porrata-Doria. 2013. "Enhancing the shopping experience through RFID in an actual retail store". In Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication (UbiComp '13 Adjunct). Association for Computing Machinery, New York, NY, USA, 1029–1036. https://doi.org/10.1145/2494091.2496016
R. Parada, A. Carreras, J. Melià-Seguí, and R. Pous. 2013. "Study of a monopulse system with RFID antennas for applications oriented to retail industry". In Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication (UbiComp '13 Adjunct). Association for Computing Machinery, New York, NY, USA, 279–282. https://doi.org/10.1145/2494091.2494233