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Willem Raes
Willem Raes
Adresse e-mail validée de kuleuven.be
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Data-efficient Gaussian process regression for accurate visible light positioning
N Knudde, W Raes, J De Bruycker, T Dhaene, N Stevens
IEEE Communications Letters 24 (8), 1705-1709, 2020
382020
Experimental evaluation of machine learning methods for robust received signal strength-based visible light positioning
W Raes, N Knudde, J De Bruycker, T Dhaene, N Stevens
Sensors 20 (21), 6109, 2020
282020
Three-dimensional visible light positioning: An experimental assessment of the importance of the LEDs’ locations
D Plets, S Bastiaens, M Ijaz, Y Almadani, L Martens, W Raes, N Stevens, ...
2019 International Conference on Indoor Positioning and Indoor Navigation …, 2019
252019
Impact of a photodiode’s angular characteristics on RSS-based VLP accuracy
S Bastiaens, W Raes, N Stevens, L Martens, W Joseph, D Plets
Ieee Access 8, 83116-83130, 2020
192020
Experimental evaluation of a machine learning-based RSS localization method using Gaussian processes and a quadrant photodiode
E Aparicio-Esteve, W Raes, N Stevens, J Ureña, Á Hernández
Journal of Lightwave Technology 40 (19), 6388-6396, 2022
112022
Bayesian active learning for received signal strength-based visible light positioning
F Garbuglia, W Raes, J De Bruycker, N Stevens, D Deschrijver, T Dhaene
IEEE Photonics Journal 14 (6), 1-8, 2022
102022
On the usage of gaussian processes for visible light positioning with real radiation patterns
W Raes, T Dhaene, N Stevens
2021 17th International Symposium on Wireless Communication Systems (ISWCS), 1-6, 2021
92021
A cellular approach for large scale, machine learning based visible light positioning solutions
W Raes, J De Bruycker, N Stevens
2021 International Conference on Indoor Positioning and Indoor Navigation …, 2021
82021
New photodiode responsivity model for RSS-based VLP
S Bastiaens, W Raes, N Stevens, W Joseph, D Plets
2019 Global LIFI Congress (GLC), 1-6, 2019
72019
Design and accuracy evaluation of a RSS-based visible light positioning implementation
W Raes, L De Strycker, N Stevens
2018 15th Workshop on Positioning, Navigation and Communications (WPNC), 1-5, 2018
72018
Artificial intelligence for smart cities: Comparing latency in edge and cloud computing
B Naets, W Raes, R Devillé, C Middag, N Stevens, B Minnaert
2022 IEEE European Technology and Engineering Management Summit (E-TEMS), 55-59, 2022
52022
Polarization differential visible light communication: theory and experimental evaluation
J De Bruycker, W Raes, S Zvánovec, N Stevens
Sensors 20 (19), 5661, 2020
52020
Performance assessment of artificial neural networks on the RSS-based visible light positioning accuracy with random transmitter tilt
W Raes, N Stevens
2020 12th International Symposium on Communication Systems, Networks and …, 2020
42020
Machine Learning as a Means for Highly Accurate, RSS-based Visible Light Positioning in Industrial Environments
W Raes, N Stevens, Y Meuret, L De Strycker
22022
Experimental evaluation of the precision of received signal strength based visible light positioning
W Raes, D Plets, L De Strycker, N Stevens
2018 11th International Symposium on Communication Systems, Networks …, 2018
22018
Influence of Receiver Orientation on Differential Polarization-based VLC
J De Bruycker, W Raes, S Zvanovec, N Stevens
2020 12th International Symposium on Communication Systems, Networks and …, 2020
12020
Assessment of the Influence of Photodiode Size on RSS-Based Visible Light Positioning Precision
W Raes, S Bastiaens, D Plets, N Stevens
2019 IEEE SENSORS, 1-3, 2019
12019
Evaluation of an Optical Wireless Positioning System in a Parking Garage
J De Bruycker, W Raes, N Altekar, M Ryan, G Linkowski, N Stevens
2024 IEEE Wireless Communications and Networking Conference (WCNC), 1-5, 2024
2024
Detection of Non-Line-of-Sight Contributions for Visible Light Positioning by Polarization
J De Bruycker, W Raes, S Zvanovec, N Stevens
2022 IEEE Photonics Conference (IPC), 1-2, 2022
2022
AISiBoCo Slotevent
B Naets, W Raes, S Michel
AISiBoCo Slotevent, 2022
2022
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