# Full list: [![Google Scholar](https://img.shields.io/badge/Google%20Scholar-%234285F4.svg?style=for-the-badge&logo=googlescholar&logoColor=white)](https://scholar.google.fr/citations?user=mRFC11MAAAAJ) [![ORCID](https://img.shields.io/badge/ORCID-%23A6CE39.svg?style=for-the-badge&logo=orcid&logoColor=white)](https://orcid.org/0000-0003-4446-749X) # Patents - **System and method for handling waste containers** Inventors: Sébastien Faye, Djamel Khadraoui Applications: WO LU Priority 2022-12-09, Filed 2022-12-09, Granted 2024-06-10, Published 2024-06-10 - **Method for estimating the availability and relative proximity of wireless network nodes** Inventor: Sébastien Faye Applications: WO EP US CN ES LU Priority 2017-12-29, Filed 2018-12-21, Granted 2022-03-08, Published 2022-03-08 - **Method for scanning the presence of wireless computing nodes** Inventor: Sébastien Faye Applications: WO LU Priority 2021-12-30, Filed 2021-12-30, Granted 2023-06-30, Published 2023-06-30 # Scientific articles ## 2024 - Regis Decorme; Sébastien Faye; Monique Calisti; Simon Pryor; Indrakshi Dey; Maria Pia Fanti; Francesco Malandrino; Chiara Lombardo; (2024). **Towards sustainable 6G: A collaborative call to action for addressing environmental challenges in (and thanks to) future mobile networks**. Open Research Europe. [![DOI](https://img.shields.io/badge/DOI-10.12688%2Fopenreseurope.18767.1-blue?style=flat-square)](https://doi.org/10.12688/openreseurope.18767.1) - Ayat Zaki-Hindi; Jean-Sébastien Sottet; Ion Turcanu; Sébastien Faye (2024). **Network Digital Twins for 6G: Defining Data Taxonomy and Data Models**. IEEE CSCN 2024. [![Author version](https://img.shields.io/badge/PDF-Download-red?style=flat-square&logo=adobeacrobatreader&logoColor=white)](2024_zaki-hindi_network_digital_twins_6g_data_taxonomy_models.pdf) - Faye, Sébastien; Camelo, Miguel; Sottet, Jean-Sébastien; Sommer, Christoph; Franke, Mario; Baudouin, Julien; Castellanos, German; Decorme, Régis; Fanti, Maria Pia; Fuladi, Ramin; (2024). **Integrating Network Digital Twinning into Future AI-Based 6G Systems: The 6G-TWIN Vision**. 2024 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 883-888. [![DOI](https://img.shields.io/badge/DOI-10.1109%2FEuCNC%2F6GSummit60053.2024.10597058-blue?style=flat-square)](https://doi.org/10.1109/EuCNC/6GSummit60053.2024.10597058) [![Author version](https://img.shields.io/badge/PDF-Download-red?style=flat-square&logo=adobeacrobatreader&logoColor=white)](2024_faye_integrating_network_digital_twinning_ai_6g_systems_6g-twin_vision.pdf) - Estrada-Jimenez, Juan Carlos; Pardo, Enric; Roth, Uwe; Selmane, Lamia; Faye, Sébastien; (2024). **Under the Hood of Electromagnetic Field Estimation and Evaluation in 5G Networks**. IEEE Access. [![DOI](https://img.shields.io/badge/DOI-10.1109%2FACCESS.2024.3418301-blue?style=flat-square)](https://doi.org/10.1109/ACCESS.2024.3418301) - Roth, Uwe; Selmane, Lamia; Faye, Sébastien; (2024). **Measuring the EMF exposure from mobile network antennas: experience from Luxembourg**. IEEE Access. [![DOI](https://img.shields.io/badge/DOI-10.1109%2FACCESS.2024.3386432-blue?style=flat-square)](https://doi.org/10.1109/ACCESS.2024.3386432) - Pardo, Enric; Estrada-Jimenez, Juan Carlos; Faye, Sébastien; (2024). **EMF-Aware User Association Optimization in 5G Networks**. IEEE Access. [![DOI](https://img.shields.io/badge/DOI-10.1109%2FACCESS.2024.3355201-blue?style=flat-square)](https://doi.org/10.1109/ACCESS.2024.3355201) - Turcanu, Ion; Castignani, German; Faye, Sébastien; (2024). **On the Integration of Digital Twin Networks into City Digital Twins: Benefits and Challenges**. 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC), 752-758. ## 2023 - Ağca, Muhammed Akif; Faye, Sébastien; Khadraoui, Djamel; (2023). **Trusted Distributed Artificial Intelligence (TDAI)**. IEEE Access. [![DOI](https://img.shields.io/badge/DOI-10.1109%2FACCESS.2024.3418301-blue?style=flat-square)](https://doi.org/10.1109/ACCESS.2024.3418301) - Faye, Sébastien; Camino, Ramiro; Rziga, Ghaya; Sarvari, Peiman Alipour; Al-Naffakh, Neamah; Estrada-Jiménez, Juan Carlos; Pardo, Enric; Khadraoui, Djamel; (2023). **A survey on EMF-aware mobile network planning**. IEEE Access. [![DOI](https://img.shields.io/badge/DOI-10.1109%2FACCESS.2023.3297098-blue?style=flat-square)](https://doi.org/10.1109/ACCESS.2023.3297098) - Chaalal, Elhadja; Guerlain, Cindy; Pardo, Enric; Faye, Sébastien; (2023). **Integrating Connected and Automated Shuttles with Other Mobility Systems: Challenges and Future Directions**. IEEE Access. [![DOI](https://img.shields.io/badge/DOI-10.1109%2FACCESS.2023.3300812-blue?style=flat-square)](https://doi.org/10.1109/ACCESS.2023.3300812) ## 2022 - Ma, Tai-Yu; Faye, Sébastien; (2022). **Multistep electric vehicle charging station occupancy prediction using hybrid LSTM neural networks**. Energy, 123217. - Dimokas, Nikos; Margaritis, Dimitris; Faye, Sébastien; Camino, Ramiro; Alankuş, Orhan; Ozatay, Engin; (2022). **A Mobile Computing Based Tool for Low-Emission Driving**. Conference on Sustainable Urban Mobility, 238-250. - Estrada, Juan; Pardo, Enric; Camino, Ramiro; Faye, Sébastien; (2022). **Assessing the Electromagnetic Field Exposure of 5G Transmitters: Challenges & Solutions**. Proceedings of the 20th ACM International Symposium on Mobility Management and Wireless Access, 29-36. - Ağca, Muhammed Akif; Faye, Sébastien; Khadraoui, Djamel; (2022). **A survey on trusted distributed artificial intelligence**. IEEE Access, 55308-55337. ## 2021 - Faye, Sébastien; Ma, Tai-Yu; Lhoas, Pascal; Khadraoui, Djamel; (2021). **Fusing Wireless Network Data to Analyse Indoor Social Distancing**. ERCIM News, 23-24. - Hawlader, Faisal; Boualouache, Abdelwahab; Faye, Sébastien; Engel, Thomas; (2021). **Intelligent misbehavior detection system for detecting false position attacks in vehicular networks**. 2021 IEEE International Conference on Communications Workshops (ICC Workshops), 1-6. - Ağca, Muhammed Akif; Sarvari, Peiman Alipour; Faye, Sébastien; Khadraoui, Djamel; (2021). **Challenges for Swarm of UAV-Based Intelligence**. Advances in Parallel & Distributed Processing, and Applications: Proceedings from PDPTA'20, CSC'20, MSV'20, and GCC'20, 633-645. - Ma, Tai-Yu; Faye, Sébastien; (2021). **Multistep electric vehicle charging station occupancy prediction using mixed LSTM neural networks**. arXiv preprint arXiv:2106.04986. ## 2020 - Sarvari, Peiman Alipour; Ikhelef, Issam Abdeldjalil; Faye, Sébastien; Khadraoui, Djamel; (2020). **A dynamic data-driven model for optimizing waste collection**. 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 1958-1967. - Melakessou, Foued; Kugener, Paul; Alnaffakh, Neamah; Faye, Sébastien; Khadraoui, Djamel; (2020). **Heterogeneous sensing data analysis for commercial waste collection**. Sensors, 978. ## 2019 - Ağca, Muhammed Akif; Khadraoui, Djamel; Faye, Sébastien; (2019). **Persisting trust in intrusted varying resilient citv context V**. Proceedings on the International Conference on Artificial Intelligence (ICAI), 312-318. - Faye, Sébastien; Melakessou, Foued; Mtalaa, Wassila; Gautier, Prune; AlNaffakh, Neamah; Khadraoui, Djamel; (2019). **Swam: A novel smart waste management approach for businesses using iot**. Proceedings of the 1st ACM International Workshop on Technology Enablers and Innovative Applications for Smart Cities and Communities, 38-45. - Mahjri, Imen; Faye, Sébastien; Khadraoui, Djamel; (2019). **Impact and Deployment of Dynamic Traffic Light Control Strategies using a City-wide Simulation Scenari**. 2019 IEEE Intelligent Transportation Systems Conference (ITSC), 2213-2219. - Faye, Sébastien; Melakessou, Foued; Gautier, Prune; Khadraoui, Djamel; (2019). **No Time to Waste, with SWAM!**. Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, 342-343. - GRONIER, Guillaume; FERRERO, Francesco; FAYE, Sébastien; VANDENABEELE, Luc; VAN EGMOND, Patrick; SAGOT, Jean-Claude; LARIQUE, Maxime; BERT, Nicolas; (2019). **Véhicules autonomes et connectés: quels nouveaux défis pour l’ergonomie?**. Actes du 54ème Congrès de la SELF, Université de l’Ergonomie: Comment contribuer à un autre monde. - Mahjri, Imen; Faye, Sébastien; Khadraoui, Djamel; (2019). **On building cooperative intelligent transportation systems over public transports**. 2019 15th International Wireless Communications & Mobile Computing Conference (IWCMC), 489-495. - Guerlain, Cindy; Renault, Samuel; Ferrero, Francesco; Faye, Sébastien; (2019). **Decision support systems for smarter and sustainable logistics of construction sites**. Sustainability, 2762. - Faye, Sébastien; Arnould, Gérald; Ferrero, Francesco; Mahjri, Imen; Khadraoui, Djamel; (2019). **Simulating Cooperative, Connected and Automated Mobility in Luxembourg**. ERCIM NEWS, 17. - Feltus, Christophe; Imeri, Adnan; Faye, Sébastien; Arnould, Gérald; Khadraoui, Djamel; (2019). **ProMaaS-Mobility as a Service for Professionals: Integrated Sectorial Business Platform for Multimodal Cross Border Mobility**. Data Analytics: Paving the Way to Sustainable Urban Mobility: Proceedings of 4th Conference on Sustainable Urban Mobility (CSUM2018), 24-25 May, Skiathos Island, Greece, 296-304. ## 2018 - Faye, Sébastien; Melakessou, Foued; Khadraoui, Djamel; (2018). **DISCO: Ultra-Lightweight Mobility Discovery**. Proceedings of the 16th ACM Conference on Embedded Networked Sensor Systems, 341-342. - Faye, Sébastien; Khadraoui, Djamel; (2018). **Interpreting Contextual Information through User-centric Network Discovery**. Proceedings of the 16th ACM Conference on Embedded Networked Sensor Systems, 345-346. ## 2017 - Faye, Sébastien; Cantelmo, Guido; Tahirou, Ibrahim; Derrmann, Thierry; Viti, Francesco; Engel, Thomas; (2017). **Mamba: a platform for personalised multimodal trip planning**. 2017 IEEE Vehicular Networking Conference (VNC), 117-118. - Faye, Sébastien; Jafarnejad, Sasan; Costamagna, Juan; Castignani, German; Engel, Thomas; (2017). **Poster: Characterizing driving behaviors through a car simulation platform**. 2017 IEEE Vehicular Networking Conference (VNC), 31-32. - Bronzi, Walter; Faye, Sébastien; Frank, Raphael; Engel, Thomas; (2017). **Characterizing driving environments through Bluetooth discovery**. 2017 International Conference on Information and Communication Technology Convergence (ICTC), 501-506. - Faye, Sébastien; Louveton, Nicolas; Jafarnejad, Sasan; Kryvchenko, Roman; Engel, Thomas; (2017). **An open dataset for human activity analysis using smart devices**. Unknown Publication. - Faye, Sébastien; Bronzi, Walter; Tahirou, Ibrahim; Engel, Thomas; (2017). **Characterizing user mobility using mobile sensing systems**. International Journal of Distributed Sensor Networks, 1550147717726310. - Toader, Bogdan; Sprumont, François; Faye, Sébastien; Popescu, Mioara; Viti, Francesco; (2017). **Usage of smartphone data to derive an indicator for collaborative mobility between individuals**. ISPRS International Journal of Geo-Information, 62. - Codecá, Lara; Frank, Raphaël; Faye, Sébastien; Engel, Thomas; (2017). **Luxembourg sumo traffic (lust) scenario: Traffic demand evaluation**. IEEE Intelligent Transportation Systems Magazine, 52-63. ## 2016 - Gheorghe, Gabriela; Louveton, Nicolas; Martin, Benoît; Viraize, Benjamin; Mougin, Louis; Faye, Sébastien; Engel, Thomas; (2016). **Heat is in the eye of the beholder: Towards better authenticating on smartglasses**. 2016 9th International Conference on Human System Interactions (HSI), 490-496. - Derrmann, Thierry; Frank, Raphaël; Faye, Sébastien; Castignani, German; Engel, Thomas; (2016). **Towards privacy-neutral travel time estimation from mobile phone signalling data**. 2016 IEEE International Smart Cities Conference (ISC2), 1-6. - Faye, Sébastien; Chaudet, Claude; (2016). **Characterizing the Topology of an Urban Wireless Sensor Network for Road Traffic Management**. IEEE Transactions on Vehicular Technology, 5720-5725. - Faye, Sébastien; Frank, Raphael; Engel, Thomas; (2016). **Swipe: Monitoring human dynamics using smart devices**. Mobile Computing, Applications, and Services: 7th International Conference, MobiCASE 2015, Berlin, Germany, November 12-13, 2015, Revised Selected Papers, 341. - Faye, Sébastien; Louveton, Nicolas; Gheorghe, Gabriela; Engel, Thomas; (2016). **Toward a characterization of human activities using smart devices: A micro/macro approach**. 2016 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 676-681. - Pecci, Isabelle; Martin, Benoît; Kacem, Imed; Maamria, Imed; Faye, Sébastien; Louveton, Nicolas; Gheorghe, Gabriela; Engel, Thomas; (2016). **Not a tile out of place: Toward creating context-dependent user interfaces on smartglasses**. 2016 9th International Conference on Human System Interactions (HSI), 497-503. - Faye, Sébastien; Louveton, Nicolas; Gheorghe, Gabriela; Engel, Thomas; (2016). **A two-level approach to characterizing human activities from wearable sensor data**. Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications, 1-21. - Derrmann, Thierry; Faye, Sébastien; Frank, Raphaël; Engel, Thomas; (2016). **LuST-LTE: A Simulation Package for Pervasive Vehicular Connectivity**. - Faye, Sébastien; Engel, Thomas; (2016). **Understanding user daily mobility using mobile and wearable sensing systems**. 2016 International conference on information and communication technology convergence (ICTC), 387-392. - Faye, Sébastien; Tahirou, Ibrahim; Engel, Thomas; (2016). **Human Mobility Profiling Using Privacy-Friendly Wi-Fi and Activity Traces: Demo Abstract**. Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems CD-ROM, 296-297. - Derrmann, Thierry; Faye, Sebastien; Frank, Raphael; Engel, Thomas; (2016). **Poster: Lust-lte: A simulation package for pervasive vehicular connectivity**. 2016 IEEE Vehicular Networking Conference (VNC), 1-2. ## 2015 - Faye, Sébastien; Chaudet, Claude; (2015). **Connectivity analysis of wireless sensor networks deployments in smart cities**. 2015 IEEE Symposium on Communications and Vehicular Technology in the Benelux (SCVT), 1-6. - Faye, Sébastien; Frank, Raphael; Engel, Thomas; (2015). **Adaptive activity and context recognition using multimodal sensors in smart devices**. Mobile Computing, Applications, and Services: 7th International Conference, MobiCASE 2015, Berlin, Germany, November 12–13, 2015, Revised Selected Papers 7, 33-50. - Faye, Sébastien; Frank, Raphael; (2015). **Using wearables to learn from human dynamics**. Proceedings of the 13th Annual International Conference on Mobile Systems, Applications, and Services, 445-445. ## 2014 - Faye, Sébastien; (2014). **Contrôle et gestion du trafic routier urbain par un réseau de capteurs sans fil**. ## 2013 - Faye, Sébastien; Chaudet, Claude; Demeure, Isabelle; (2013). **Multiple intersections adaptive traffic lights control using a wireless sensor networks**. Département Informatique et Réseaux Groupe RMS: Réseaux, Mobilité et Services. - Faye, Sébastien; Chaudet, Claude; Demeure, Isabelle; (2013). **Influence of radio communications on multiple intersection control by a wireless sensor network**. 2013 13th International Conference on ITS Telecommunications (ITST), 307-312. - Faye, Sébastien; Myoupo, Jean Frédéric; Bomgni, Alain Bertrand; (2013). **Heterogeneous clustering for secure, energy-efficient and fault tolerant permutation routing in wireless sensor networks**. International Journal of Advanced Computer Science, 249-258. - Faye, Sébastien; Myoupo, Jean Frédéric; (2013). **Secure and Energy-efficient Geocast Protocol for Wireless Sensor Networks based on a Hierarchical Clustered Structure**. Int. J. Netw. Secur., 151-160. ## 2012 - Faye, Sébastien; Chaudet, Claude; Demeure, Isabelle; (2012). **Contrôle du trafic routier urbain par un réseau fixe de capteurs sans fil**. - Faye, Sébastien; Chaudet, Claude; Demeure, Isabelle; (2012). **A distributed algorithm for multiple intersections adaptive traffic lights control using a wireless sensor networks**. Proceedings of the first workshop on Urban networking, 13-18. - Faye, Sébastien; Chaudet, Claude; Demeure, Isabelle; (2012). **A distributed algorithm for adaptive traffic lights control**. 2012 15th International IEEE Conference on Intelligent Transportation Systems, 1572-1577. - Faye, Sébastien; Myoupo, Jean-Frédéric; (2012). **Deployment and management of sparse sensor-actuator network in a virtual architecture**. International Journal of Advanced Computer Science, 470-477. - Faye, Sébastien; Chaudet, Claude; Demeure, Isabelle; (2012). **Un algorithme distribué de contrôle des feux de circulation sur plusieurs intersections par un réseau de capteurs sans fil**. Nouvelles Technologies de la Répartition/Colloque francophone sur l'ingénierie des protocoles (NOTERE/CFIP), 1. ## 2011 - Faye, Sébastien; Myoupo, Jean Frédéric; (2011). **Deployment of Sparse Sensor-Actuator Network in a Virtual Architecture**. Proceedings of the International Conference on Wireless Networks (ICWN), 1. - Faye, Sébastien; Myoupo, Jean-Frédéric; (2011). **An ultra hierarchical clustering-based secure aggregation protocol for wireless sensor networks**. International Journal on Advances in Information Sciences and Service Sciences (AISS), 309-319.