Adam Mekhiche — accepted AI-conference papers

2024

Extrinsic Versus App Information Feedback in Turbo Vep Mu-Mimo Receivers: Optimization Via Deep Unfolding

Arthur Michon, Charly Poulliat, Adam Mekhiche, Antonio Maria Cipriano

ICASSP 2024accepted

The joint use of Soft-Input Soft-Output (SISO) detectors and channel decoders in an iterative manner has received growing attention for Multi-User Multiple-Input Multiple-Output (MU-MIMO) transmission schemes since several years, as it has been shown to operate close to fundamental limits, at least…

Cited by 0 Source ↗Scholar ↗

2023

Expectation Propagation on Factor Graphs Based on Matrix Decomposition

Adam Mekhiche, Antonio Maria Cipriano, Charly Poulliat

ICASSP 2023accepted

In the context of the Gaussian linear model, recent works have studied factor graph modification using QR decomposition that enables the derivation of scalar Expectation Propagation (EP) based detectors. In this paper, we investigate on new factor graph representations induced by the use of the Golu…

Cited by 0 Source ↗Scholar ↗