Jaron Fontaine

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 31

Top Topics

Machine Learning

Convolutional Neural Networks

Accelerometer Data

Top Venues

Comput. Electron. Agric.

IEEE Internet Things J.

Publications

Jaron Fontaine, Adnan Shahid, Eli De Poorter
Towards a Wireless Physical-Layer Foundation Model: Challenges and Strategies. ICC Workshops (2024)
Hyeongyun Kim, Adnan Shahid, Jaron Fontaine, Eli De Poorter, Ingrid Moerman, Haewoon Nam
IoT Technology Recognition Using Deep Clustering. IEEE Internet Things J. 11 (8) (2024)
Jaron Fontaine, Fuhu Che, Adnan Shahid, Ben Van Herbruggen, Qasim Zeeshan Ahmed, Waqas Bin Abbas, Eli De Poorter
Transfer Learning for UWB Error Correction and (N)LOS Classification in Multiple Environments. IEEE Internet Things J. 11 (3) (2024)
Ben Van Herbruggen, Jono Vanhie-Van Gerwen, Stijn Luchie, Yuri Durodié, Bram Vanderborght, Michiel Aernouts, Adrian Munteanu, Jaron Fontaine, Eli De Poorter
Selecting and Combining UWB Localization Algorithms: Insights and Recommendations From a Multi-Metric Benchmark. IEEE Access 12 (2024)
Jaron Fontaine, Adnan Shahid, Eli De Poorter
Towards a Wireless Physical-Layer Foundation Model: Challenges and Strategies. CoRR (2024)
Ghazaleh Kia, David Plets, Ben Van Herbruggen, Jaron Fontaine, Leen Verloock, Eli De Poorter, Jukka Talvitie
Fast and Precise Neural Network-Based Environment Detection utilizing UWB CSI for Seamless Localization Applications. ICL-GNSS (2023)
Adnan Sabovic, Michiel Aernouts, Dragan Subotic, Jaron Fontaine, Eli De Poorter, Jeroen Famaey
Towards energy-aware tinyML on battery-less IoT devices. Internet Things 22 (2023)
Jaron Fontaine, Ben Van Herbruggen, Adnan Shahid, Sebastian Kram, Maximilian Stahlke, Eli De Poorter
Ultra Wideband (UWB) Localization Using Active CIR-Based Fingerprinting. IEEE Commun. Lett. 27 (5) (2023)
Fuhu Che, Qasim Zeeshan Ahmed, Jaron Fontaine, Ben Van Herbruggen, Adnan Shahid, Eli De Poorter, Pavlos I. Lazaridis
Feature-Based Generalized Gaussian Distribution Method for NLoS Detection in Ultra-Wideband (UWB) Indoor Positioning System. CoRR (2023)
Ben Van Herbruggen, Stijn Luchie, Rafael Berkvens, Jaron Fontaine, Eli De Poorter
Impact of CIR processing for UWB radar distance estimation with the DW1000 transceiver. IPIN (2023)
Hyeongyun Kim, Adnan Shahid, Jaron Fontaine, Eli De Poorter, Ingrid Moerman, Haewoon Nam
Automatic Modulation Classification using Relation Network with Denoising Autoencoder. ICTC (2022)
Daniel Peralta, Ben Van Herbruggen, Jaron Fontaine, Wout Debyser, Jorg Wieme, Eli De Poorter
Badminton stroke classification based on accelerometer data: from individual to generalized models. Big Data (2022)
Jaron Fontaine, Adnan Shahid, Ben Van Herbruggen, Eli De Poorter
Impact of Embedded Deep Learning Optimizations for Inference in Wireless IoT Use Cases. IEEE Internet Things Mag. 5 (4) (2022)
Ben Van Herbruggen, Jaron Fontaine, Eli De Poorter
Anchor Pair Selection for Error Correction in Time Difference of Arrival (TDoA) Ultra Wideband (UWB) Positioning Systems. IPIN (2021)
Timo De Waele, Jaron Fontaine, Anniek Eerdekens, Margot Deruyck, Jan Govaere, Wout Joseph, Adnan Shahid, Eli De Poorter
Internet of Animals: Unsupervised Foaling Detection Based on Accelerometer Data. WF-IoT (2021)
Robbe Vleugels, Ben Van Herbruggen, Jaron Fontaine, Eli De Poorter
Ultra-Wideband Indoor Positioning and IMU-Based Activity Recognition for Ice Hockey Analytics. Sensors 21 (14) (2021)
Jaron Fontaine, Timo De Waele, Adnan Shahid, Emmeric Tanghe, Pieter Suanet, Wout Joseph, Jeroen Hoebeke, Eli De Poorter
Drone-mounted RFID-based rack localization for assets in warehouses using deep learning. ETFA (2021)
Anniek Eerdekens, Margot Deruyck, Jaron Fontaine, Luc Martens, Eli De Poorter, David Plets, Wout Joseph
A framework for energy-efficient equine activity recognition with leg accelerometers. Comput. Electron. Agric. 183 (2021)
Matteo Ridolfi, Jaron Fontaine, Ben Van Herbruggen, Wout Joseph, Jeroen Hoebeke, Eli De Poorter
UWB anchor nodes self-calibration in NLOS conditions: a machine learning and adaptive PHY error correction approach. Wirel. Networks 27 (4) (2021)
Tim Steels, Ben Van Herbruggen, Jaron Fontaine, Toon De Pessemier, David Plets, Eli De Poorter
Badminton Activity Recognition Using Accelerometer Data. Sensors 20 (17) (2020)
Anniek Eerdekens, Margot Deruyck, Jaron Fontaine, Luc Martens, Eli De Poorter, Wout Joseph
Automatic equine activity detection by convolutional neural networks using accelerometer data. Comput. Electron. Agric. 168 (2020)
Jaron Fontaine, Matteo Ridolfi, Ben Van Herbruggen, Adnan Shahid, Eli De Poorter
Edge Inference for UWB Ranging Error Correction Using Autoencoders. IEEE Access 8 (2020)
Paola Soto, Miguel Camelo, Jaron Fontaine, Merkebu Girmay, Adnan Shahid, Vasilis Maglogiannis, Eli De Poorter, Ingrid Moerman, Juan Felipe Botero, Steven Latré
Augmented Wi-Fi: An AI-based Wi-Fi Management Framework for Wi-Fi/LTE Coexistence. CNSM (2020)
Anniek Eerdekens, Margot Deruyck, Jaron Fontaine, Luc Martens, Eli De Poorter, David Plets, Wout Joseph
Resampling and Data Augmentation For Equines' Behaviour Classification Based on Wearable Sensor Accelerometer Data Using a Convolutional Neural Network. COINS (2020)
Merkebu Girmay, Vasilis Maglogiannis, Dries Naudts, Jaron Fontaine, Adnan Shahid, Eli De Poorter, Ingrid Moerman
Adaptive CNN-based Private LTE Solution for Fair Coexistence with Wi-Fi in Unlicensed Spectrum. INFOCOM Workshops (2020)
Jaron Fontaine, Adnan Shahid, Robbe Elsas, Amina Seferagic, Ingrid Moerman, Eli De Poorter
Multi-band sub-GHz technology recognition on NVIDIA's Jetson Nano. VTC Fall (2020)
Jaron Fontaine, Chris Kappler, Adnan Shahid, Eli De Poorter
Log-Based Intrusion Detection for Cloud Web Applications Using Machine Learning. 3PGCIC (2019)
Miguel Camelo, Adnan Shahid, Jaron Fontaine, Felipe Augusto Pereira de Figueiredo, Eli De Poorter, Ingrid Moerman, Steven Latré
A semi-supervised learning approach towards automatic wireless technology recognition. DySPAN (2019)
Adnan Shahid, Jaron Fontaine, Miguel Camelo, Jetmir Haxhibeqiri, Martijn Saelens, Zaheer Khan, Ingrid Moerman, Eli De Poorter
A Convolutional Neural Network Approach for Classification of LPWAN Technologies: Sigfox, LoRA and IEEE 802.15.4g. SECON (2019)
Jaron Fontaine, Erika Fonseca, Adnan Shahid, Maicon Kist, Luiz A. DaSilva, Ingrid Moerman, Eli De Poorter
Towards low-complexity wireless technology classification across multiple environments. Ad Hoc Networks 91 (2019)
Adnan Shahid, Jaron Fontaine, Jetmir Haxhibeqiri, Martijn Saelens, Zaheer Khan, Ingrid Moerman, Eli De Poorter
Demo Abstract: Identification of LPWAN Technologies using Convolutional Neural Networks. INFOCOM Workshops (2019)