Research Explorer

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Researcher

Jaron Fontaine

Publications & Research Data

Awards & Distinctions

44 Results

2026

Generalized ECG Heartbeat Classification Using Time-Series Transformers

Timo De WaeleJaron FontaineEli De PoorterAdnan Shahid

U Journal Article in IEEE ACCESS

2025

A comprehensive overview on UWB radar : applications, standards, signal processing techniques, datasets, radio chips, trends and future research directions

Mohammad CheraghiniaAdnan ShahidStijn LuchieGert-Jan GordebekeOlivier CaytanJaron FontaineBen Van HerbruggenSam LemeyEli De Poorter

A1 Journal Article in IEEE COMMUNICATIONS SURVEYS AND TUTORIALS

A foundation model for wireless technology recognition and localization tasks

Mohammad CheraghiniaEli De PoorterJaron FontaineMerouane DebbahAdnan Shahid

A2 Journal Article in IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY

Bluetooth low energy dataset using in-phase and quadrature samples for indoor localization

Samuel G. LeitchQasim Zeeshan AhmedBen Van HerbruggenMathias BaertJaron FontaineEli De PoorterAdnan ShahidPavlos I. Lazaridis

A1 Journal Article in IEEE SENSORS JOURNAL

Energy-aware tinyML model selection on zero energy devices

Adnan SabovicJaron FontaineEli De PoorterJeroen Famaey

A1 Journal Article in INTERNET OF THINGS

Monitoring welfare of individual broiler chickens using ultra-wideband and inertial measurement unit wearables

Imad KhanDaniel PeraltaJaron FontainePatricia Soster de CarvalhoAna Martos Martinez-CajaGunther AntonissenFrank TuyttensEli De Poorter

A1 Journal Article in SENSORS

On the generalization of deep learning based radio frequency fingerprint identification system in a multi-distance scenario

Aqeel AhmedBruno QuoitinJaron FontaineAdnan Shahid

Using machine learning to localize BLE devices on a single anchor

Samuel G. LeitchQasim Zeeshan AhmedJaron FontaineBen Van HerbruggenAdnan ShahidEli De PoorterPavlos Lazaridis

2024

A U-net architecture for time-frequency interference signal separation of RF waveforms

Mostafa NaseriJaron FontaineIngrid MoermanEli De PoorterAdnan Shahid

IoT technology recognition using deep clustering

Hyeongyun KimAdnan ShahidJaron FontaineEli De PoorterIngrid MoermanHaewoon Nam

A1 Journal Article in IEEE INTERNET OF THINGS JOURNAL

Selecting and combining UWB localization algorithms : insights and recommendations from a multi-metric benchmark

Ben Van HerbruggenJono Vanhie-Van GerwenStijn LuchieYuri DurodieBram VanderborghtMichiel AernoutsAdrian MunteanuJaron FontaineEli De Poorter

A1 Journal Article in IEEE ACCESS

Strategy analysis of badminton players using deep learning from IMU and UWB wearables

Ben Van HerbruggenJaron FontaineJonas SimoenLennert De MeyDaniel PeraltaAdnan ShahidEli De Poorter

A1 Journal Article in INTERNET OF THINGS

Towards a wireless physical-layer foundation model : challenges and strategies

Jaron FontaineAdnan ShahidEli De Poorter

Transfer learning for UWB error correction and (N)LOS classification in multiple environments

Jaron FontaineFuhu CheAdnan ShahidBen Van HerbruggenQasim Zeeshan AhmedWaqas Bin AbbasEli De Poorter

A1 Journal Article in IEEE INTERNET OF THINGS JOURNAL

2023

Fast and precise neural network-based environment detection utilizing UWB CSI for seamless localization applications

Ghazaleh KiaDavid PletsBen Van HerbruggenJaron FontaineLeen VerloockEli De PoorterJukka Talvitie

Impact of CIR processing for UWB radar distance estimation with the DW1000 transceiver

Ben Van HerbruggenStijn LuchieRafael BerkvensJaron FontaineEli De Poorter

Multihop self-calibration algorithm for ultra-wideband (UWB) anchor node positioning

Ben Van HerbruggenStijn LuchieJaron FontaineEli De Poorter

A2 Journal Article in IEEE JOURNAL OF INDOOR AND SEAMLESS POSITIONING AND NAVIGATION

Small data and artificial intelligence for efficient and intelligent wireless networks

Jaron FontaineEli De PoorterAdnan Shahid

Towards energy-aware tinyML on battery-less IoT devices

Adnan SabovicMichiel AernoutsDragan SuboticJaron FontaineEli De PoorterJeroen Famaey

A1 Journal Article in INTERNET OF THINGS

Ultra wideband (UWB) localization using active CIR-based fingerprinting

Jaron FontaineBen Van HerbruggenAdnan ShahidSebastian KramMaximilian StahlkeEli De Poorter

A1 Journal Article in IEEE COMMUNICATIONS LETTERS

2022

Automatic modulation classification using relation network with denoising autoencoder

Hyeongyun KimAdnan ShahidJaron FontaineEli De PoorterIngrid MoermanHaewoon Nam

Badminton stroke classification based on accelerometer data : from individual to generalized models

Daniel PeraltaBen Van HerbruggenJaron FontaineWout DebyserJorg WiemeEli De Poorter

Feature-based generalized Gaussian distribution method for NLoS detection in Ultra-Wideband (UWB) indoor positioning system

Fuhu CheQasim Zeeshan AhmedJaron FontaineBen Van HerbruggenAdnan ShahidEli De PoorterI Lazaridis, Pavlos

A1 Journal Article in IEEE SENSORS JOURNAL

Multistatic UWB radar-based passive human tracking using COTS devices

Chenglong LiEmmeric TangheJaron FontaineLuc MartensJac RommeGaurav SinghEli De PoorterWout Joseph

A1 Journal Article in IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS

2021

A framework for energy-efficient equine activity recognition with leg accelerometers

Anniek EerdekensMargot DeruyckJaron FontaineLuc MartensEli De PoorterDavid PletsWout Joseph

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Anchor pair selection for error correction in time difference of arrival (TDoA) ultra wideband (UWB) positioning systems

Ben Van HerbruggenJaron FontaineEli De Poorter

Drone-mounted RFID-based rack localization for assets in warehouses using deep learning

Jaron FontaineTimo De WaeleAdnan ShahidEmmeric TanghePieter SuanetWout JosephJeroen HoebekeEli De Poorter

Horse jumping and dressage training activity detection using accelerometer data

Anniek EerdekensMargot DeruyckJaron FontaineBert DamiaansLuc MartensEli De PoorterJan GovaereDavid PletsWout Joseph

A1 Journal Article in ANIMALS

Internet of animals : unsupervised foaling detection based on accelerometer data

Timo De WaeleJaron FontaineAnniek EerdekensMargot DeruyckJan GovaereWout JosephAdnan ShahidEli De Poorter

Ultra-wideband indoor positioning and IMU-based activity recognition for ice hockey analytics

Robbe VleugelsBen Van HerbruggenJaron FontaineEli De Poorter

A1 Journal Article in SENSORS

UWB anchor nodes self-calibration in NLOS conditions : a machine learning and adaptive PHY error correction approach

Matteo RidolfiJaron FontaineBen Van HerbruggenWout JosephJeroen HoebekeEli De Poorter

A1 Journal Article in WIRELESS NETWORKS

2020

Adaptive CNN-based private LTE solution for fair coexistence with Wi-Fi in unlicensed spectrum

Merkebu GirmayVasilis MaglogiannisDries NaudtsJaron FontaineAdnan ShahidEli De PoorterIngrid Moerman

Augmented Wi-Fi : an AI-based Wi-Fi management framework for Wi-Fi/LTE coexistence

Paola SotoMiguel CameloJaron FontaineMerkebu GirmayAdnan ShahidVasilis MaglogiannisEli De PoorterIngrid MoermanJuan F. BoteroSteven Latré

Automatic equine activity detection by convolutional neural networks using accelerometer data

Anniek EerdekensMargot DeruyckJaron FontaineLuc MartensEli De PoorterWout Joseph

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Badminton activity recognition using accelerometer data

Tim SteelsBen Van HerbruggenJaron FontaineToon De PessemierDavid PletsEli De Poorter

A1 Journal Article in SENSORS

Edge inference for UWB ranging error correction using autoencoders

Jaron FontaineMatteo RidolfiBen Van HerbruggenAdnan ShahidEli De Poorter

A1 Journal Article in IEEE ACCESS

Feasibility of wireless horse monitoring using a kinetic energy harvester model

Ben Van HerbruggenJaron FontaineAnniek EerdekensMargot DeruyckWout JosephEli De Poorter

A1 Journal Article in ELECTRONICS

Multi-band sub-GHz technology recognition on NVIDIA’s Jetson Nano

Jaron FontaineAdnan ShahidRobbe ElsasAmina SeferagicIngrid MoermanEli De Poorter

Resampling and data augmentation for equines' behaviour classification based on wearable sensor accelerometer data using a convolutional neural network

Anniek EerdekensMargot DeruyckJaron FontaineLuc MartensEli De PoorterDavid PletsWout Joseph

2019

A convolutional neural network approach for classification of LPWAN technologies : Sigfox, LoRA and IEEE 802.15.4g

Adnan ShahidJaron FontaineMiguel CameloJetmir HaxhibeqiriMartijn SaelensZaheer KhanIngrid MoermanEli De Poorter

A semi-supervised learning approach towards automatic wireless technology recognition

Miguel CameloAdnan ShahidJaron FontaineFelipe Augusto Pereira de FigueiredoEli De PoorterIngrid MoermanSteven Latré

Demo abstract : identification of LPWAN technologies using convolutional neural networks

Adnan ShahidJaron FontaineJetmir HaxhibeqiriMartijn SaelensZaheer KhanIngrid MoermanEli De Poorter

Log-based intrusion detection for cloud web applications using machine learning

Jaron FontaineChris KapplerAdnan ShahidEli De Poorter

Towards low-complexity wireless technology classification across multiple environments

Jaron FontaineErika FonsecaAdnan ShahidMaicon KistLuiz A. DaSilvaIngrid MoermanEli De Poorter

A1 Journal Article in AD HOC NETWORKS