Browsing Conference contributions by imec author "23581f5f3ff8bb175721f2f171ca484eaaef1ed7"
Now showing items 1-14 of 14
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A convolutional neural network approach for classification of LPWAN technologies: Sigfox, LoRA and IEEE 802.15.4g
Shahid, Adnan; Fontaine, Jaron; Camelo Botero, Miguel; Haxhibeqiri, Jetmir; Saelens, Martijn; Khan, Zaheer; Moerman, Ingrid; De Poorter, Eli (2019) -
A neural-network-based MF-TDMA MAC scheduler for collaborative wireless networks
Mennes, Ruben; Camelo Botero, Miguel; Claeys, Maxim; Latre, Steven (2018) -
A semi-supervised learning approach towards automatic wireless technology recognition
Camelo Botero, Miguel; Shahid, Adnan; Fontaine, Jaron; Pereira de Figueiredo, Felipe Augusto; De Poorter, Eli; Moerman, Ingrid; Latre, Steven (2019) -
An ML-driven framework for edge orchestration in a vehicular NFV MANO environment
Slamnik-Krijestorac, Nina; Camelo Botero, Miguel; Cominardi, Luca; Latre, Steven; Marquez-Barja, Johann (2023) -
Augmented Wi-Fi: An AI-based Wi-Fi Management Framework for Wi-Fi/LTE Coexistence
Soto Arenas, Paola; Camelo Botero, Miguel; Fontaine, Jaron; Girmay, Merkebu Tekaw; Shahid, Adnan; Maglogiannis, Vasilis; De Poorter, Eli; Moerman, Ingrid; Botero, Juan F.; Latre, Steven (2020) -
Detection of traffic patterns in the radio spectrum for cognitive wireless network management
Camelo Botero, Miguel; De Schepper, Tom; Soto Arenas, Paola; Marquez-Barja, Johann; Famaey, Jeroen; Latre, Steven (2020) -
Evaluating Deep Learning Networks for Modulation Recognition
Burns, Tina L.; Martin, Richard P.; Ortiz, Jorge; Seskar, Ivan; Stojadinovic, Dragoslav; Davis, Ryan; Camelo Botero, Miguel (2021) -
Evaluating Deep Neural Networks to classify Modulated and Coded Radio Signals
Cheong, Phui San; Camelo Botero, Miguel; Latre, Steven (2019) -
Network Intelligence for Virtualized RAN Orchestration: The DAEMON Approach
Gramaglia, Marco; Camelo Botero, Miguel; Fuentes, Lidia; Ballesteros, Joaquin; Baldoni, Gabriele; Cominardi, Luca; Garcia-Saavedra, Andres; Fiore, Marco (2022) -
Predicting network performance using GNNs: generalization to larger unseen networks
Farreras, Miquel; Soto Arenas, Paola; Camelo Botero, Miguel; Fabrega, Lluis; Vila, Pere (2022) -
Q2-Routing: A Qos-aware Q-Routing algorithm for Wireless Ad Hoc Networks
Hendriks, Thomas; Camelo Botero, Miguel; Latre, Steven (2018) -
Synthetic Wireless Signal Generation for Neural Network Algorithms
Burns, Tina L.; Martin, Richard P.; Ortiz, Jorge; Seskar, Ivan; Stojadinovic, Dragoslav; Davis, Ryan; Camelo Botero, Miguel (2021) -
Towards Autonomous VNF Auto-scaling using Deep Reinforcement Learning
Soto Arenas, Paola; De Vleeschauwer, Danny; Camelo Botero, Miguel; De Bock, Yorick; De Schepper, Koen; Chang, Chia-Yu; Hellinckx, Peter; Botero, Juan F.; Latre, Steven (2021) -
When Deep Learning May Not Be The Right Tool For Traffic Classification
Ismailaj, Kleidi; Camelo Botero, Miguel; Latre, Steven (2021)