Jaron Fontaine

45 papers B 4C 4Journal 25Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Generalized ECG Heartbeat Classification Using Time-Series Transformers.
IEEE Access
Timo De Waele, Jaron Fontaine, Eli De Poorter, Adnan Shahid
2026 J jnl
Toward Autonomous O-RAN: A Multi-Scale Agentic AI Framework for Real-Time Network Control and Management.
CoRR
Hojjat Navidan, Mohammad Cheraghinia, Jaron Fontaine, Mohamed Seif, Eli De Poorter, H. Vincent Poor, Ingrid Moerman, Adnan Shahid
2025 J jnl
A Comprehensive Overview on UWB Radar: Applications, Standards, Signal Processing Techniques, Datasets, Radio Chips, Trends and Future Research Directions.
IEEE Commun. Surv. Tutorials
Mohammad Cheraghinia, Adnan Shahid, Stijn Luchie, Gert-Jan Gordebeke, Olivier Caytan, Jaron Fontaine, Ben Van Herbruggen, Sam Lemey, Eli De Poorter
2025 J jnl
A Foundation Model for Wireless Technology Recognition and Localization Tasks.
IEEE Open J. Commun. Soc.
Mohammad Cheraghinia, Eli De Poorter, Jaron Fontaine, Mérouane Debbah, Adnan Shahid
2025 J jnl
Energy-aware tinyML model selection on zero energy devices.
Internet Things
Adnan Sabovic, Jaron Fontaine, Eli De Poorter, Jeroen Famaey
2025 C conf
Improving UWB Multipath Error Correction in TDoA Systems Using TWR-Derived Models.
IPIN
Phuong Bich Duong, Jaron Fontaine, Arne Bröring, Adnan Shahid, Eli De Poorter
2025 J jnl
Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences.
CoRR
Adnan Shahid, Adrian Kliks, Ahmed Al-Tahmeesschi, Ahmed Elbakary, Alexandros Nikou, Ali Maatouk, Ali Mokh, Amirreza Kazemi, Antonio De Domenico, Athanasios Karapantelakis, Bo Cheng, Bo Yang, Bohao Wang, Carlo Fischione, Chao Zhang, Chaouki Ben Issaid, Chau Yuen, Chenghui Peng, Chongwen Huang, Christina Chaccour, Christo Kurisummoottil Thomas, Dheeraj Sharma, Dimitris Kalogiros, Dusit Niyato, Eli De Poorter, Elissa Mhanna, Emilio Calvanese Strinati, Faouzi Bader, Fathi Abdeldayem, Fei Wang, Fenghao Zhu, Gianluca Fontanesi, Giovanni Geraci, Haibo Zhou, Hakimeh Purmehdi, Hamed Ahmadi, Hang Zou, Hongyang Du, Hoon Lee, Howard H. Yang, Iacopo Poli, Igor Carron, Ilias Chatzistefanidis, Inkyu Lee, Ioannis Pitsiorlas, Jaron Fontaine, Jiajun Wu, Jie Zeng, Jinan Li, Jinane Karam, Johny Gemayel, Juan Deng, Julien Frison, Kaibin Huang, Kehai Qiu, Keith Ball, Kezhi Wang, Kun Guo, Leandros Tassiulas, Lecorve Gwenole, Liexiang Yue, Lina Bariah, Louis Powell, Marcin Dryjanski, Maria Amparo Canaveras Galdon, Marios Kountouris, Maryam Hafeez, Maxime Elkael, Mehdi Bennis, Mehdi Ahmed Boudjelli, Meiling Dai, Mérouane Debbah, Michele Polese, Mohamad Assaad, Mohamed Benzaghta, Mohammad Al Refai, Moussab Djerrab, Mubeen Syed, Muhammad Amir, Na Yan, Najla Alkaabi, Nan Li, Nassim Sehad, Navid Nikaein, Omar Hashash, Pawel Sroka, Qianqian Yang, Qiyang Zhao, Rasoul Nikbakht Silab, Rex Ying, Roberto Morabito, Rongpeng Li, Ryad Madi, Salah Eddine El Ayoubi, Salvatore D'Oro, Samson Lasaulce, Serveh Shalmashi, Sige Liu, Sihem Cherrared, Swarna Bindu Chetty, Swastika Dutta, Syed A. R. Zaidi, Tianjiao Chen, Timothy Murphy, Tommaso Melodia, Tony Q. S. Quek, Vishnu Ram, Walid Saad, Wassim Hamidouche, Weilong Chen, Xiaoou Liu, Xiaoxue Yu, Xijun Wang, Xingyu Shang, Xinquan Wang, Xuelin Cao, Yang Su, Yanping Liang, Yansha Deng, Yifan Yang, Yingping Cui, Yu Sun, Yuxuan Chen, Yvan Pointurier, Zeinab Nehme, Zeinab Nezami, Zhaohui Yang, Zhaoyang Zhang, Zhe Liu, Zhenyu Yang, Zhu Han, Zhuang Zhou, Zihan Chen, Zirui Chen, Zitao Shuai
2025 J jnl
Low-cost Embedded Breathing Rate Determination Using 802.15.4z IR-UWB Hardware for Remote Healthcare.
CoRR
Anton Lambrecht, Stijn Luchie, Jaron Fontaine, Ben Van Herbruggen, Adnan Shahid, Eli De Poorter
2025 B conf
On the Generalization of Deep Learning Based Radio Frequency Fingerprint Identification System in a Multi-Distance Scenario.
PIMRC
Aqeel Ahmed, Bruno Quoitin, Jaron Fontaine, Adnan Shahid
2025 J jnl
Reasoning Meets Representation: Envisioning Neuro-Symbolic Wireless Foundation Models.
CoRR
Jaron Fontaine, Mohammad Cheraghinia, John Strassner, Adnan Shahid, Eli De Poorter
2025 — conf
Using Machine Learning to Localize BLE Devices on a Single Anchor.
EuCNC/6G Summit
Samuel George Leitch, Qasim Zeeshan Ahmed, Jaron Fontaine, Ben Van Herbruggen, Adnan Shahid, Eli De Poorter, Pavlos I. Lazaridis
2024 — conf
A U-Net Architecture for Time-Frequency Interference Signal Separation of RF Waveforms.
ICASSP Workshops
Mostafa Naseri, Jaron Fontaine, Ingrid Moerman, Eli De Poorter, Adnan Shahid
2024 J jnl
Bluetooth Low Energy Dataset Using In-Phase and Quadrature Samples for Indoor Localization.
CoRR
Samuel George Leitch, Qasim Zeeshan Ahmed, Ben Van Herbruggen, Mathias Baert, Jaron Fontaine, Eli De Poorter, Adnan Shahid, Pavlos I. Lazaridis
2024 J jnl
IoT Technology Recognition Using Deep Clustering.
IEEE Internet Things J.
Hyeongyun Kim, Adnan Shahid, Jaron Fontaine, Eli De Poorter, Ingrid Moerman, Haewoon Nam
2024 J jnl
Selecting and Combining UWB Localization Algorithms: Insights and Recommendations From a Multi-Metric Benchmark.
IEEE Access
Ben Van Herbruggen, Jono Vanhie-Van Gerwen, Stijn Luchie, Yuri Durodié, Bram Vanderborght, Michiel Aernouts, Adrian Munteanu, Jaron Fontaine, Eli De Poorter
2024 J jnl
Strategy analysis of badminton players using deep learning from IMU and UWB wearables.
Internet Things
Ben Van Herbruggen, Jaron Fontaine, Jonas Simoen, Lennert De Mey, Daniel Peralta, Adnan Shahid, Eli De Poorter
2024 — conf
Towards a Wireless Physical-Layer Foundation Model: Challenges and Strategies.
ICC Workshops
Jaron Fontaine, Adnan Shahid, Eli De Poorter
2024 J jnl
Towards a Wireless Physical-Layer Foundation Model: Challenges and Strategies.
CoRR
Jaron Fontaine, Adnan Shahid, Eli De Poorter
2024 J jnl
Transfer Learning for UWB Error Correction and (N)LOS Classification in Multiple Environments.
IEEE Internet Things J.
Jaron Fontaine, Fuhu Che, Adnan Shahid, Ben Van Herbruggen, Qasim Zeeshan Ahmed, Waqas Bin Abbas, Eli De Poorter
2023 — conf
Fast and Precise Neural Network-Based Environment Detection utilizing UWB CSI for Seamless Localization Applications.
ICL-GNSS
Ghazaleh Kia, David Plets, Ben Van Herbruggen, Jaron Fontaine, Leen Verloock, Eli De Poorter, Jukka Talvitie
2023 J jnl
Feature-Based Generalized Gaussian Distribution Method for NLoS Detection in Ultra-Wideband (UWB) Indoor Positioning System.
CoRR
Fuhu Che, Qasim Zeeshan Ahmed, Jaron Fontaine, Ben Van Herbruggen, Adnan Shahid, Eli De Poorter, Pavlos I. Lazaridis
2023 C conf
Impact of CIR processing for UWB radar distance estimation with the DW1000 transceiver.
IPIN
Ben Van Herbruggen, Stijn Luchie, Rafael Berkvens, Jaron Fontaine, Eli De Poorter
2023 J jnl
Towards energy-aware tinyML on battery-less IoT devices.
Internet Things
Adnan Sabovic, Michiel Aernouts, Dragan Subotic, Jaron Fontaine, Eli De Poorter, Jeroen Famaey
2023 J jnl
Ultra Wideband (UWB) Localization Using Active CIR-Based Fingerprinting.
IEEE Commun. Lett.
Jaron Fontaine, Ben Van Herbruggen, Adnan Shahid, Sebastian Kram, Maximilian Stahlke, Eli De Poorter
2022 — conf
Automatic Modulation Classification using Relation Network with Denoising Autoencoder.
ICTC
Hyeongyun Kim, Adnan Shahid, Jaron Fontaine, Eli De Poorter, Ingrid Moerman, Haewoon Nam
2022 B conf
Badminton stroke classification based on accelerometer data: from individual to generalized models.
IEEE Big Data
Daniel Peralta, Ben Van Herbruggen, Jaron Fontaine, Wout Debyser, Jorg Wieme, Eli De Poorter
2022 J jnl
Impact of Embedded Deep Learning Optimizations for Inference in Wireless IoT Use Cases.
IEEE Internet Things Mag.
Jaron Fontaine, Adnan Shahid, Ben Van Herbruggen, Eli De Poorter
2021 J jnl
A framework for energy-efficient equine activity recognition with leg accelerometers.
Comput. Electron. Agric.
Anniek Eerdekens, Margot Deruyck, Jaron Fontaine, Luc Martens, Eli De Poorter, David Plets, Wout Joseph
2021 C conf
Anchor Pair Selection for Error Correction in Time Difference of Arrival (TDoA) Ultra Wideband (UWB) Positioning Systems.
IPIN
Ben Van Herbruggen, Jaron Fontaine, Eli De Poorter
2021 C conf
Drone-mounted RFID-based rack localization for assets in warehouses using deep learning.
ETFA
Jaron Fontaine, Timo De Waele, Adnan Shahid, Emmeric Tanghe, Pieter Suanet, Wout Joseph, Jeroen Hoebeke, Eli De Poorter
2021 — conf
Internet of Animals: Unsupervised Foaling Detection Based on Accelerometer Data.
WF-IoT
Timo De Waele, Jaron Fontaine, Anniek Eerdekens, Margot Deruyck, Jan Govaere, Wout Joseph, Adnan Shahid, Eli De Poorter
2021 J jnl
UWB anchor nodes self-calibration in NLOS conditions: a machine learning and adaptive PHY error correction approach.
Wirel. Networks
Matteo Ridolfi, Jaron Fontaine, Ben Van Herbruggen, Wout Joseph, Jeroen Hoebeke, Eli De Poorter
2021 J jnl
Ultra-Wideband Indoor Positioning and IMU-Based Activity Recognition for Ice Hockey Analytics.
Sensors
Robbe Vleugels, Ben Van Herbruggen, Jaron Fontaine, Eli De Poorter
2020 — conf
Adaptive CNN-based Private LTE Solution for Fair Coexistence with Wi-Fi in Unlicensed Spectrum.
INFOCOM Workshops
Merkebu Girmay, Vasilis Maglogiannis, Dries Naudts, Jaron Fontaine, Adnan Shahid, Eli De Poorter, Ingrid Moerman
2020 B conf
Augmented Wi-Fi: An AI-based Wi-Fi Management Framework for Wi-Fi/LTE Coexistence.
CNSM
Paola Soto, Miguel Camelo, Jaron Fontaine, Merkebu Girmay, Adnan Shahid, Vasilis Maglogiannis, Eli De Poorter, Ingrid Moerman, Juan Felipe Botero, Steven Latré
2020 J jnl
Automatic equine activity detection by convolutional neural networks using accelerometer data.
Comput. Electron. Agric.
Anniek Eerdekens, Margot Deruyck, Jaron Fontaine, Luc Martens, Eli De Poorter, Wout Joseph
2020 J jnl
Badminton Activity Recognition Using Accelerometer Data.
Sensors
Tim Steels, Ben Van Herbruggen, Jaron Fontaine, Toon De Pessemier, David Plets, Eli De Poorter
2020 J jnl
Edge Inference for UWB Ranging Error Correction Using Autoencoders.
IEEE Access
Jaron Fontaine, Matteo Ridolfi, Ben Van Herbruggen, Adnan Shahid, Eli De Poorter
2020 — conf
Multi-band sub-GHz technology recognition on NVIDIA's Jetson Nano.
VTC Fall
Jaron Fontaine, Adnan Shahid, Robbe Elsas, Amina Seferagic, Ingrid Moerman, Eli De Poorter
2020 — conf
Resampling and Data Augmentation For Equines' Behaviour Classification Based on Wearable Sensor Accelerometer Data Using a Convolutional Neural Network.
COINS
Anniek Eerdekens, Margot Deruyck, Jaron Fontaine, Luc Martens, Eli De Poorter, David Plets, Wout Joseph
2019 B conf
A Convolutional Neural Network Approach for Classification of LPWAN Technologies: Sigfox, LoRA and IEEE 802.15.4g.
SECON
Adnan Shahid, Jaron Fontaine, Miguel Camelo, Jetmir Haxhibeqiri, Martijn Saelens, Zaheer Khan, Ingrid Moerman, Eli De Poorter
2019 — conf
A semi-supervised learning approach towards automatic wireless technology recognition.
DySPAN
Miguel Camelo, Adnan Shahid, Jaron Fontaine, Felipe Augusto Pereira de Figueiredo, Eli De Poorter, Ingrid Moerman, Steven Latré
2019 — conf
Demo Abstract: Identification of LPWAN Technologies using Convolutional Neural Networks.
INFOCOM Workshops
Adnan Shahid, Jaron Fontaine, Jetmir Haxhibeqiri, Martijn Saelens, Zaheer Khan, Ingrid Moerman, Eli De Poorter
2019 — conf
Log-Based Intrusion Detection for Cloud Web Applications Using Machine Learning.
3PGCIC
Jaron Fontaine, Chris Kappler, Adnan Shahid, Eli De Poorter
2019 J jnl
Towards low-complexity wireless technology classification across multiple environments.
Ad Hoc Networks
Jaron Fontaine, Erika Fonseca, Adnan Shahid, Maicon Kist, Luiz A. DaSilva, Ingrid Moerman, Eli De Poorter