Research Explorer

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Project

Think small: reconsidering the need for big data in wireless networks

Outputs and Outcomes

Publications

IoT technology recognition using deep clustering

Hyeongyun KimAdnan ShahidJaron FontaineEli De PoorterIngrid MoermanHaewoon Nam

A1 Journal Article in IEEE INTERNET OF THINGS JOURNAL

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

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

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

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

Daniel PeraltaBen Van HerbruggenJaron FontaineWout DebyserJorg WiemeEli De Poorter

Automatic modulation classification using relation network with denoising autoencoder

Hyeongyun KimAdnan ShahidJaron FontaineEli De PoorterIngrid MoermanHaewoon Nam

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

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

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

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

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

Jaron FontaineAdnan ShahidRobbe ElsasAmina SeferagicIngrid MoermanEli De Poorter

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

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