3 papers
cs.LG2021
Energy Disaggregation using Variational Autoencoders
Antoine Langevin, Marc-André Carbonneau, Mohamed Cheriet +1
Non-intrusive load monitoring (NILM) is a technique that uses a single sensor to measure the total power consumption of a building. Using an energy disaggregation method, the consu…
cs.NI2020
Multi-stage Jamming Attacks Detection using Deep Learning Combined with Kernelized Support Vector Machine in 5G Cloud Radio Access Networks
Marouane Hachimi, Georges Kaddoum, Ghyslain Gagnon +1
In 5G networks, the Cloud Radio Access Network (C-RAN) is considered a promising future architecture in terms of minimizing energy consumption and allocating resources efficiently…
cs.IT2019
Early Detection for Optimal-Latency Communications in Multi-Hop Links
Diego Barragán Guerrero, Minh Au, Ghyslain Gagnon +2
Modern wireless machine-to-machine-type communications aim to provide both ultra reliability and low latency, stringent requirements that appear to be mutually exclusive. From the…