Search Results for author: Amine Mezghani

Found 8 papers, 1 papers with code

Channel Estimation in RIS-Enabled mmWave Wireless Systems: A Variational Inference Approach

no code implementations25 Aug 2023 Firas Fredj, Amal Feriani, Amine Mezghani, Ekram Hossain

In RIS-aided systems, channel estimation involves estimating two channels for the user-RIS (UE-RIS) and RIS-base station (RIS-BS) links.

Variational Inference

Multi-user Downlink Beamforming using Uplink Downlink Duality with CEQs for Frequency Selective Channels

no code implementations1 Aug 2022 Khurram Usman Mazher, Amine Mezghani, Robert W Heath Jr

We first establish uplink downlink duality for the system with CEQ hardware constraints and OFDM-based transmission considered in this paper.

Quantization

Multi-user Downlink Beamforming using Uplink Downlink Duality with 1-bit Converters for Flat Fading Channels

no code implementations29 Jun 2022 Khurram Usman Mazher, Amine Mezghani, Robert W. Heath Jr

In this paper, we consider a fully digital base station equipped with 1-bit analog-to-digital (in uplink) and digital-to-analog (in downlink) converters on each radio frequency chain.

Quantization

Optimizing Binary Symptom Checkers via Approximate Message Passing

no code implementations30 Oct 2021 Mohamed Akrout, Faouzi Bellili, Amine Mezghani, Hayet Amdouni

Symptom checkers have been widely adopted as an intelligent e-healthcare application during the ongoing pandemic crisis.

Binarization Compressive Sensing

On the Robustness of Deep Reinforcement Learning in IRS-Aided Wireless Communications Systems

no code implementations17 Jul 2021 Amal Feriani, Amine Mezghani, Ekram Hossain

We consider an Intelligent Reflecting Surface (IRS)-aided multiple-input single-output (MISO) system for downlink transmission.

reinforcement-learning Reinforcement Learning (RL)

Massive MIMO with Dense Arrays and 1-bit Data Converters

no code implementations4 Dec 2020 Amine Mezghani, Faouzi Bellili, Robert W. Heath, Jr

We consider wireless communication systems with compact planar arrays having densely spaced antenna elements in conjunction with one-bit analog-to-digital and digital-to-analog converters (ADCs/DACs).

Quantization Information Theory Signal Processing Information Theory

JCR70: A Low-Complexity Millimeter-Wave Proof-of-Concept Platform for A Fully-Digital MIMO Joint Communication-Radar

1 code implementation23 Jun 2020 Preeti Kumari, Amine Mezghani, Robert W. Heath, Jr

A fully-digital wideband joint communication-radar (JCR) with a multiple-input-multiple-output (MIMO) architecture at the millimeter-wave (mmWave) band will enable high joint communication and radar performance with enhanced design flexibility.

Autonomous Vehicles

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