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ORCIDJaron Fontaine
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Journal Articles
- 2024
[j14]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: 16881-16901 (2024)- [j13]Ben Van Herbruggen, Jaron Fontaine, Jonas Simoen, Lennert De Mey, Daniel Peralta, Adnan Shahid, Eli De Poorter:
Strategy analysis of badminton players using deep learning from IMU and UWB wearables. Internet Things 27: 101260 (2024) - [j12]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): 4085-4101 (2024) - [j11]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): 13372-13382 (2024) - 2023
- [j10]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): 1322-1326 (2023) - [j9]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: 100736 (2023) - 2022
- [j8]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): 86-91 (2022) - 2021
- [j7]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: 106020 (2021) - [j6]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): 4650 (2021) - [j5]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): 3007-3023 (2021) - 2020
- [j4]Jaron Fontaine, Matteo Ridolfi, Ben Van Herbruggen, Adnan Shahid, Eli De Poorter:
Edge Inference for UWB Ranging Error Correction Using Autoencoders. IEEE Access 8: 139143-139155 (2020) - [j3]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) - [j2]Tim Steels, Ben Van Herbruggen, Jaron Fontaine, Toon De Pessemier, David Plets, Eli De Poorter:
Badminton Activity Recognition Using Accelerometer Data. Sensors 20(17): 4685 (2020) - 2019
- [j1]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)
Conference and Workshop Papers
- 2024
- [c17]Mostafa Naseri, Jaron Fontaine, Ingrid Moerman, Eli De Poorter, Adnan Shahid:
A U-Net Architecture for Time-Frequency Interference Signal Separation of RF Waveforms. ICASSP Workshops 2024: 91-92 - [c16]Jaron Fontaine, Adnan Shahid, Eli De Poorter:
Towards a Wireless Physical-Layer Foundation Model: Challenges and Strategies. ICC Workshops 2024: 1-7 - 2023
- [c15]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: 1-6 - [c14]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: 1-7 - 2022
- [c13]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. IEEE Big Data 2022: 5542-5548 - [c12]Hyeongyun Kim, Adnan Shahid, Jaron Fontaine, Eli De Poorter, Ingrid Moerman, Haewoon Nam:
Automatic Modulation Classification using Relation Network with Denoising Autoencoder. ICTC 2022: 485-488 - 2021
- [c11]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: 1-4 - [c10]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: 1-8 - [c9]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: 315-320 - 2020
- [c8]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: 1-9 - [c7]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: 1-6 - [c6]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: 346-351 - [c5]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: 1-7 - 2019
- [c4]Jaron Fontaine, Chris Kappler, Adnan Shahid, Eli De Poorter:
Log-Based Intrusion Detection for Cloud Web Applications Using Machine Learning. 3PGCIC 2019: 197-210 - [c3]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: 1-10 - [c2]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: 991-992 - [c1]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: 1-8
Data and Artifacts
- 2024
- [d5]Ben Van Herbruggen, Jono Vanhie-Van Gerwen, Stijn Luchie, Yuri Durodié, Bram Vanderborght, Michiel Aernouts, Adrian Munteanu, Jaron Fontaine, Eli De Poorter:
Industrial UWB TWR and TDOA localization dataset in LOS/NLOS scenarios. IEEE DataPort, 2024
- 2023
- [d4]Jaron Fontaine, Adnan Shahid:
IQ signals captured from LTE, WiFi, and DVB-T. IEEE DataPort, 2023 - [d3]Jaron Fontaine, Adnan Shahid:
IQ signals captured from multiple Sub-GHz technologies. IEEE DataPort, 2023 - [d2]Jaron Fontaine, Adnan Shahid, Ben Van Herbruggen:
Industrial UWB localization dataset containing Channel Impulse Response data (CIRs). IEEE DataPort, 2023 - [d1]Ghazaleh Kia, David Plets, Ben Van Herbruggen, Jaron Fontaine, Leen Verloock, Eli De Poorter, Jukka Talvitie:
UWB CIR Data Collected in 9 Different Environments in Ghent, Belgium. IEEE DataPort, 2023
Informal and Other Publications
- 2024
- [i2]Jaron Fontaine, Adnan Shahid, Eli De Poorter:
Towards a Wireless Physical-Layer Foundation Model: Challenges and Strategies. CoRR abs/2403.12065 (2024) - 2023
- [i1]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 abs/2304.11091 (2023)
Coauthor Index
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last updated on 2024-10-23 20:34 CEST by the dblp team
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