Log-Based Intrusion Detection for Cloud Web Applications Using Machine Learning. - Jaron Fontaine; Chris Kappler; Adnan Shahid; Eli De Poorter (3PGCIC, 2019)

A semi-supervised learning approach towards automatic wireless technology recognition. - Miguel Camelo; Adnan Shahid; Jaron Fontaine; Felipe Augusto Pereira de Figueiredo; Eli De Poorter; Ingrid Moerman; Steven Latré (DySPAN, 2019)

Demo Abstract: Identification of LPWAN Technologies using Convolutional Neural Networks. - Adnan Shahid; Jaron Fontaine; Jetmir Haxhibeqiri; Martijn Saelens; Zaheer Khan 001; Ingrid Moerman; Eli De Poorter (INFOCOM Workshops, 2019)

A Convolutional Neural Network Approach for Classification of LPWAN Technologies: Sigfox, LoRA and IEEE 802.15.4g. - Adnan Shahid; Jaron Fontaine; Miguel Camelo; Jetmir Haxhibeqiri; Martijn Saelens; Zaheer Khan 001; Ingrid Moerman; Eli De Poorter (SECON, 2019)

Towards low-complexity wireless technology classification across multiple environments. - Jaron Fontaine; Erika Fonseca; Adnan Shahid; Maicon Kist; Luiz A. DaSilva; Ingrid Moerman; Eli De Poorter (Ad Hoc Networks, 2019)

Augmented Wi-Fi: An AI-based Wi-Fi Management Framework for Wi-Fi/LTE Coexistence. - Paola Soto; Miguel Camelo; Jaron Fontaine; Merkebu Girmay; Adnan Shahid; Vasilis Maglogiannis; Eli De Poorter; Ingrid Moerman; Juan Felipe Botero; Steven Latré (CNSM, 2020)

Resampling and Data Augmentation For Equines' Behaviour Classification Based on Wearable Sensor Accelerometer Data Using a Convolutional Neural Network. - Anniek Eerdekens; Margot Deruyck; Jaron Fontaine; Luc Martens; Eli De Poorter; David Plets; Wout Joseph (COINS, 2020)

Adaptive CNN-based Private LTE Solution for Fair Coexistence with Wi-Fi in Unlicensed Spectrum. - Merkebu Girmay; Vasilis Maglogiannis; Dries Naudts; Jaron Fontaine; Adnan Shahid; Eli De Poorter; Ingrid Moerman (INFOCOM Workshops, 2020)

Multi-band sub-GHz technology recognition on NVIDIA's Jetson Nano. - Jaron Fontaine; Adnan Shahid; Robbe Elsas; Amina Seferagic; Ingrid Moerman; Eli De Poorter (VTC Fall, 2020)

Edge Inference for UWB Ranging Error Correction Using Autoencoders. - Jaron Fontaine; Matteo Ridolfi; Ben Van Herbruggen; Adnan Shahid; Eli De Poorter (IEEE Access, 2020)

Automatic equine activity detection by convolutional neural networks using accelerometer data. - Anniek Eerdekens; Margot Deruyck; Jaron Fontaine; Luc Martens; Eli De Poorter; Wout Joseph (Comput. Electron. Agric., 2020)

Badminton Activity Recognition Using Accelerometer Data. - Tim Steels; Ben Van Herbruggen; Jaron Fontaine; Toon De Pessemier; David Plets; Eli De Poorter (Sensors, 2020)

Drone-mounted RFID-based rack localization for assets in warehouses using deep learning. - Jaron Fontaine; Timo De Waele; Adnan Shahid; Emmeric Tanghe; Pieter Suanet; Wout Joseph; Jeroen Hoebeke; Eli De Poorter (ETFA, 2021)

Anchor Pair Selection for Error Correction in Time Difference of Arrival (TDoA) Ultra Wideband (UWB) Positioning Systems. - Ben Van Herbruggen; Jaron Fontaine; Eli De Poorter (IPIN, 2021)

Internet of Animals: Unsupervised Foaling Detection Based on Accelerometer Data. - Timo De Waele; Jaron Fontaine; Anniek Eerdekens; Margot Deruyck; Jan Govaere; Wout Joseph; Adnan Shahid; Eli De Poorter (WF-IoT, 2021)

A framework for energy-efficient equine activity recognition with leg accelerometers. - Anniek Eerdekens; Margot Deruyck; Jaron Fontaine; Luc Martens; Eli De Poorter; David Plets; Wout Joseph (Comput. Electron. Agric., 2021)

Ultra-Wideband Indoor Positioning and IMU-Based Activity Recognition for Ice Hockey Analytics. - Robbe Vleugels; Ben Van Herbruggen; Jaron Fontaine; Eli De Poorter (Sensors, 2021)

UWB anchor nodes self-calibration in NLOS conditions: a machine learning and adaptive PHY error correction approach. - Matteo Ridolfi; Jaron Fontaine; Ben Van Herbruggen; Wout Joseph; Jeroen Hoebeke; Eli De Poorter (Wirel. Networks, 2021)

Badminton stroke classification based on accelerometer data: from individual to generalized models. - Daniel Peralta; Ben Van Herbruggen; Jaron Fontaine; Wout Debyser; Jorg Wieme; Eli De Poorter (IEEE Big Data, 2022)

Automatic Modulation Classification using Relation Network with Denoising Autoencoder. - Hyeongyun Kim; Adnan Shahid; Jaron Fontaine; Eli De Poorter; Ingrid Moerman; Haewoon Nam (ICTC, 2022)

Impact of Embedded Deep Learning Optimizations for Inference in Wireless IoT Use Cases. - Jaron Fontaine; Adnan Shahid; Ben Van Herbruggen; Eli De Poorter (IEEE Internet Things Mag., 2022)

Fast and Precise Neural Network-Based Environment Detection utilizing UWB CSI for Seamless Localization Applications. - Ghazaleh Kia; David Plets; Ben Van Herbruggen; Jaron Fontaine; Leen Verloock; Eli De Poorter; Jukka Talvitie (ICL-GNSS, 2023)

Impact of CIR processing for UWB radar distance estimation with the DW1000 transceiver. - Ben Van Herbruggen; Stijn Luchie; Rafael Berkvens; Jaron Fontaine; Eli De Poorter (IPIN, 2023)

Feature-Based Generalized Gaussian Distribution Method for NLoS Detection in Ultra-Wideband (UWB) Indoor Positioning System. - Fuhu Che; Qasim Zeeshan Ahmed; Jaron Fontaine; Ben Van Herbruggen; Adnan Shahid; Eli De Poorter; Pavlos I. Lazaridis (CoRR, 2023)

IQ signals captured from LTE, WiFi, and DVB-T. - Jaron Fontaine; Adnan Shahid (IEEE DataPort, 2023)

IQ signals captured from multiple Sub-GHz technologies. - Jaron Fontaine; Adnan Shahid (IEEE DataPort, 2023)

Industrial UWB localization dataset containing Channel Impulse Response data (CIRs). - Jaron Fontaine; Adnan Shahid; Ben Van Herbruggen (IEEE DataPort, 2023)

UWB CIR Data Collected in 9 Different Environments in Ghent, Belgium. - Ghazaleh Kia; David Plets; Ben Van Herbruggen; Jaron Fontaine; Leen Verloock; Eli De Poorter; Jukka Talvitie (IEEE DataPort, 2023)

Ultra Wideband (UWB) Localization Using Active CIR-Based Fingerprinting. - Jaron Fontaine; Ben Van Herbruggen; Adnan Shahid; Sebastian Kram; Maximilian Stahlke; Eli De Poorter (IEEE Commun. Lett., 2023)

Towards energy-aware tinyML on battery-less IoT devices. - Adnan Sabovic; Michiel Aernouts; Dragan Subotic; Jaron Fontaine; Eli De Poorter; Jeroen Famaey (Internet Things, 2023)

A U-Net Architecture for Time-Frequency Interference Signal Separation of RF Waveforms. - Mostafa Naseri; Jaron Fontaine; Ingrid Moerman; Eli De Poorter; Adnan Shahid (ICASSP Workshops, 2024)

Towards a Wireless Physical-Layer Foundation Model: Challenges and Strategies. - Jaron Fontaine; Adnan Shahid; Eli De Poorter (ICC Workshops, 2024)

Selecting and Combining UWB Localization Algorithms: Insights and Recommendations From a Multi-Metric Benchmark. - Ben Van Herbruggen; Jono Vanhie-Van Gerwen; Stijn Luchie; Yuri Durodié; Bram Vanderborght; Michiel Aernouts; Adrian Munteanu 001; Jaron Fontaine; Eli De Poorter (IEEE Access, 2024)

Bluetooth Low Energy Dataset Using In-Phase and Quadrature Samples for Indoor Localization. - Samuel George Leitch; Qasim Zeeshan Ahmed; Ben Van Herbruggen; Mathias Baert; Jaron Fontaine; Eli De Poorter; Adnan Shahid; Pavlos I. Lazaridis (CoRR, 2024)

Strategy analysis of badminton players using deep learning from IMU and UWB wearables. - Ben Van Herbruggen; Jaron Fontaine; Jonas Simoen; Lennert De Mey; Daniel Peralta; Adnan Shahid; Eli De Poorter (Internet Things, 2024)

Transfer Learning for UWB Error Correction and (N)LOS Classification in Multiple Environments. - Jaron Fontaine; Fuhu Che; Adnan Shahid; Ben Van Herbruggen; Qasim Zeeshan Ahmed; Waqas Bin Abbas; Eli De Poorter (IEEE Internet Things J., 2024)

Industrial UWB TWR and TDOA localization dataset in LOS/NLOS scenarios. - Ben Van Herbruggen; Jono Vanhie-Van Gerwen; Stijn Luchie; Yuri Durodié; Bram Vanderborght; Michiel Aernouts; Adrian Munteanu 001; Jaron Fontaine; Eli De Poorter (IEEE DataPort, 2024)

IoT Technology Recognition Using Deep Clustering. - Hyeongyun Kim; Adnan Shahid; Jaron Fontaine; Eli De Poorter; Ingrid Moerman; Haewoon Nam (IEEE Internet Things J., 2024)

Using Machine Learning to Localize BLE Devices on a Single Anchor. - Samuel George Leitch; Qasim Zeeshan Ahmed; Jaron Fontaine; Ben Van Herbruggen; Adnan Shahid; Eli De Poorter; Pavlos I. Lazaridis (EuCNC/6G Summit, 2025)

Energy-aware tinyML model selection on zero energy devices. - Adnan Sabovic; Jaron Fontaine; Eli De Poorter; Jeroen Famaey (Internet Things, 2025)

Dataset of Bluetooth Low Energy IQ samples for Angle of Arrival determination. - Samuel George Leitch; Qasim Zeeshan Ahmed; Ben Van Herbruggen; Mathias Baert; Jaron Fontaine; Eli De Poorter; Adnan Shahid; Pavlos I. Lazaridis (Zenodo, 2025)

Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences. - Adnan Shahid; Adrian Kliks; Ahmed Al-Tahmeesschi; Ahmed Elbakary; Alexandros Nikou; Ali Maatouk; Ali Mokh; Amirreza Kazemi; Antonio De Domenico; Athanasios Karapantelakis; Bo Cheng 001; Bo Yang 035; et al. (CoRR, 2025)

Low-cost Embedded Breathing Rate Determination Using 802.15.4z IR-UWB Hardware for Remote Healthcare. - Anton Lambrecht; Stijn Luchie; Jaron Fontaine; Ben Van Herbruggen; Adnan Shahid; Eli De Poorter (CoRR, 2025)

A Comprehensive Overview on UWB Radar: Applications, Standards, Signal Processing Techniques, Datasets, Radio Chips, Trends and Future Research Directions. - Mohammad Cheraghinia; Adnan Shahid; Stijn Luchie; Gert-Jan Gordebeke; Olivier Caytan; Jaron Fontaine; Ben Van Herbruggen; Sam Lemey; Eli De Poorter (IEEE Commun. Surv. Tutorials, 2025)