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Jaron Fontaine, PhD
Jaron Fontaine, PhD
Postdoctoral researcher, IDLab, Department of Information Technology, imec - Ghent University
Verified email at ugent.be
Title
Cited by
Cited by
Year
Edge inference for UWB ranging error correction using autoencoders
J Fontaine, M Ridolfi, B Van Herbruggen, A Shahid, E De Poorter
IEEE access 8, 139143-139155, 2020
442020
Badminton activity recognition using accelerometer data
T Steels, B Van Herbruggen, J Fontaine, T De Pessemier, D Plets, ...
Sensors 20 (17), 4685, 2020
422020
Automatic equine activity detection by convolutional neural networks using accelerometer data
A Eerdekens, M Deruyck, J Fontaine, L Martens, E De Poorter, W Joseph
Computers and electronics in agriculture 168, 105139, 2020
382020
Ultra-wideband indoor positioning and IMU-based activity recognition for ice hockey analytics
R Vleugels, B Van Herbruggen, J Fontaine, E De Poorter
Sensors 21 (14), 4650, 2021
372021
Towards low-complexity wireless technology classification across multiple environments
J Fontaine, E Fonseca, A Shahid, M Kist, LA DaSilva, I Moerman, ...
Ad Hoc Networks 91, 101881, 2019
372019
Feature-based generalized Gaussian distribution method for NLoS detection in ultra-wideband (UWB) indoor positioning system
F Che, QZ Ahmed, J Fontaine, B Van Herbruggen, A Shahid, E De Poorter, ...
IEEE Sensors Journal 22 (19), 18726-18739, 2022
342022
A convolutional neural network approach for classification of lpwan technologies: Sigfox, lora and ieee 802.15. 4g
A Shahid, J Fontaine, M Camelo, J Haxhibeqiri, M Saelens, Z Khan, ...
2019 16th Annual IEEE International Conference on Sensing, Communication …, 2019
312019
UWB anchor nodes self-calibration in NLOS conditions: A machine learning and adaptive PHY error correction approach
M Ridolfi, J Fontaine, BV Herbruggen, W Joseph, J Hoebeke, ED Poorter
Wireless Networks 27 (4), 3007-3023, 2021
242021
A semi-supervised learning approach towards automatic wireless technology recognition
M Camelo, A Shahid, J Fontaine, FAP De Figueiredo, E De Poorter, ...
2019 IEEE international symposium on dynamic Spectrum access networks …, 2019
242019
Multistatic uwb radar-based passive human tracking using cots devices
C Li, E Tanghe, J Fontaine, L Martens, J Romme, G Singh, E De Poorter, ...
IEEE Antennas and Wireless Propagation Letters 21 (4), 695-699, 2022
212022
Log-based intrusion detection for cloud web applications using machine learning
J Fontaine, C Kappler, A Shahid, ED Poorter
Advances on P2P, Parallel, Grid, Cloud and Internet Computing: Proceedings …, 2020
212020
A framework for energy-efficient equine activity recognition with leg accelerometers
A Eerdekens, M Deruyck, J Fontaine, L Martens, E De Poorter, D Plets, ...
Computers and Electronics in Agriculture 183, 106020, 2021
152021
Towards Energy-Aware Tinyml on Battery-Less Iot Devices
A Sabovic, M Aernouts, D Subotic, J Fontaine, E De Poorter, J Famaey
Available at SSRN 4300436, 2023
122023
Anchor Pair Selection for Error Correction in Time Difference of Arrival (TDoA) Ultra Wideband (UWB) Positioning Systems
B Van Herbruggen, J Fontaine, E De Poorter
2021 International Conference on Indoor Positioning and Indoor Navigation …, 2022
112022
Multi-band sub-GHz technology recognition on NVIDIA’s Jetson Nano
J Fontaine, A Shahid, R Elsas, A Seferagic, I Moerman, E De Poorter
2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall), 1-7, 2020
112020
Resampling and data augmentation for equines’ behaviour classification based on wearable sensor accelerometer data using a convolutional neural network
A Eerdekens, M Deruyck, J Fontaine, L Martens, E De Poorter, D Plets, ...
2020 International Conference on Omni-layer Intelligent Systems (COINS), 1-6, 2020
102020
Augmented wi-fi: An ai-based wi-fi management framework for wi-fi/lte coexistence
P Soto, M Camelo, J Fontaine, M Girmay, A Shahid, V Maglogiannis, ...
2020 16th International Conference on Network and Service Management (CNSM), 1-9, 2020
82020
Adaptive cnn-based private lte solution for fair coexistence with wi-fi in unlicensed spectrum
M Girmay, V Maglogiannis, D Naudts, J Fontaine, A Shahid, E De Poorter, ...
IEEE INFOCOM 2020-IEEE Conference on Computer Communications Workshops …, 2020
82020
Feasibility of wireless horse monitoring using a kinetic energy harvester model
B Van Herbruggen, J Fontaine, A Eerdekens, M Deruyck, W Joseph, ...
Electronics 9 (10), 1730, 2020
62020
Horse Jumping and Dressage Training activity detection using Accelerometer data
A Eerdekens, M Deruyck, J Fontaine, B Damiaans, L Martens, ...
Animals 11 (10), 2904, 2021
52021
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