Jaron Fontaine

Orcid: 0000-0001-5942-9440

According to our database1, Jaron Fontaine authored at least 34 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
IoT Technology Recognition Using Deep Clustering.
IEEE Internet Things J., April, 2024

Transfer Learning for UWB Error Correction and (N)LOS Classification in Multiple Environments.
IEEE Internet Things J., February, 2024

Towards a Wireless Physical-Layer Foundation Model: Challenges and Strategies.
CoRR, 2024

Selecting and Combining UWB Localization Algorithms: Insights and Recommendations From a Multi-Metric Benchmark.
IEEE Access, 2024

2023
Towards energy-aware tinyML on battery-less IoT devices.
Internet Things, July, 2023

Ultra Wideband (UWB) Localization Using Active CIR-Based Fingerprinting.
IEEE Commun. Lett., May, 2023

UWB CIR Data Collected in 9 Different Environments in Ghent, Belgium.
Dataset, April, 2023

Industrial UWB localization dataset containing Channel Impulse Response data (CIRs).
Dataset, March, 2023

IQ signals captured from multiple Sub-GHz technologies.
Dataset, March, 2023

IQ signals captured from LTE, WiFi, and DVB-T.
Dataset, March, 2023

Feature-Based Generalized Gaussian Distribution Method for NLoS Detection in Ultra-Wideband (UWB) Indoor Positioning System.
CoRR, 2023

Impact of CIR processing for UWB radar distance estimation with the DW1000 transceiver.
Proceedings of the 13th International Conference on Indoor Positioning and Indoor Navigation, 2023

Fast and Precise Neural Network-Based Environment Detection utilizing UWB CSI for Seamless Localization Applications.
Proceedings of the International Conference on Localization and GNSS, 2023

2022
Impact of Embedded Deep Learning Optimizations for Inference in Wireless IoT Use Cases.
IEEE Internet Things Mag., 2022

Automatic Modulation Classification using Relation Network with Denoising Autoencoder.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

Badminton stroke classification based on accelerometer data: from individual to generalized models.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
UWB anchor nodes self-calibration in NLOS conditions: a machine learning and adaptive PHY error correction approach.
Wirel. Networks, 2021

Ultra-Wideband Indoor Positioning and IMU-Based Activity Recognition for Ice Hockey Analytics.
Sensors, 2021

A framework for energy-efficient equine activity recognition with leg accelerometers.
Comput. Electron. Agric., 2021

Internet of Animals: Unsupervised Foaling Detection Based on Accelerometer Data.
Proceedings of the 7th IEEE World Forum on Internet of Things, 2021

Anchor Pair Selection for Error Correction in Time Difference of Arrival (TDoA) Ultra Wideband (UWB) Positioning Systems.
Proceedings of the International Conference on Indoor Positioning and Indoor Navigation, 2021

Drone-mounted RFID-based rack localization for assets in warehouses using deep learning.
Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021

2020
Badminton Activity Recognition Using Accelerometer Data.
Sensors, 2020

Automatic equine activity detection by convolutional neural networks using accelerometer data.
Comput. Electron. Agric., 2020

Edge Inference for UWB Ranging Error Correction Using Autoencoders.
IEEE Access, 2020

Multi-band sub-GHz technology recognition on NVIDIA's Jetson Nano.
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

Adaptive CNN-based Private LTE Solution for Fair Coexistence with Wi-Fi in Unlicensed Spectrum.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Resampling and Data Augmentation For Equines' Behaviour Classification Based on Wearable Sensor Accelerometer Data Using a Convolutional Neural Network.
Proceedings of the 2020 International Conference on Omni-layer Intelligent Systems, 2020

Augmented Wi-Fi: An AI-based Wi-Fi Management Framework for Wi-Fi/LTE Coexistence.
Proceedings of the 16th International Conference on Network and Service Management, 2020

2019
Towards low-complexity wireless technology classification across multiple environments.
Ad Hoc Networks, 2019

A Convolutional Neural Network Approach for Classification of LPWAN Technologies: Sigfox, LoRA and IEEE 802.15.4g.
Proceedings of the 16th Annual IEEE International Conference on Sensing, 2019

Demo Abstract: Identification of LPWAN Technologies using Convolutional Neural Networks.
Proceedings of the IEEE INFOCOM 2019, 2019

A semi-supervised learning approach towards automatic wireless technology recognition.
Proceedings of the 2019 IEEE International Symposium on Dynamic Spectrum Access Networks, 2019

Log-Based Intrusion Detection for Cloud Web Applications Using Machine Learning.
Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2019


  Loading...