ParamNet: A Multi-Layer Parametric Network for Joint Channel Estimation and Symbol Detection

no code implementations • 15 Jun 2022 • Vincent Choqueuse, Alexandru Frunza, Adel Belouchrani, Stéphane Azou, Pascal Morel

This paper proposes a parametric-based network architecture for joint channel estimation and data detection in communications systems with hardware impairments.

PhyCOM: A Multi-Layer Parametric Network for Joint Linear Impairments Compensation and Symbol Detection

1 code implementation • 1 Mar 2022 • Vincent Choqueuse, Alexandru Frunza, Stéphane Azou, Pascal Morel

First, we introduce a new multi-layer channel model that represents the underlying physics of multiple impairments in communication systems.

Parametric Tracking of Electrical Currents Components Using Gradient Descent Algorithm

no code implementations • 30 Mar 2021 • Marouane Frini, Vincent Choqueuse, François Auger

The results of this work prove to be promising and establish the parametric tracking of the electrical current components using the Gradient Descent algorithm as a reliable monitoring approach.

Fault Detection