Laurent Clavier

Professor

IMT Nord Europe

France

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Laurent Clavier is a Professor at IMT Nord Europe in France. His research areas include explainable AI, channel estimation in wireless communications, and machine learning applications in urban electromagnetic field exposure. He has contributed to recent publications focusing on advancements in deep learning-based solutions for wireless systems and smart network technologies. His work aims to enhance efficiency and performance in complex communication environments.

Articles (15)

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2025

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2025

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2025

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2024

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2024

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2023

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2023

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2023

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2023

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2022

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2022

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2021

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2021

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2021

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2021

Collaborators (12)

Troels Pedersen

Aalborg University

DENMARK

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benjamin allaert

Associate Professor

IMT Nord Europe

FRANCE

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Xuesong Cai

Assistant Professor

Lund University

SWEDEN

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Joe Wiart

head of chaire C2M

TELECOM ParisTech

FRANCE

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Ramoni Adeogun

Aalborg University

DENMARK

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Angesom Ataklity TESFAY

Université Gustave Eiffel

FRANCE

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Esteban Egea-Lopez

Associate Professor

Universidad Politécnica de Cartagena

SPAIN

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Francois-Xavier Briol

Lecturer

University College London

UNITED KINGDOM

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Lala RAJAOARISOA

Lecturer and researcher

IMT Lille Douai

FRANCE

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José Soler

Technical University of Denmark

DENMARK

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Malcolm Egan

Inria

FRANCE

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Jose-Maria Molina-Garcia-Pardo

Universidad Politécnica de Cartagena

SPAIN

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Laurent Clavier

Research Interests

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Articles (15)

Explainable AI for Enhancing Efficiency of DL-Based Channel Estimation

Fast Field Strength Prediction Using Modern Machine Learning in European Cities From Few RF-EMF Measurements: A Neural Tangent Kernel Perspective

Using Synapse Saturation in Spiking Neural Networks for Wake Up Receivers in Internet of Things Networks

Infinite Limits of Convolutional Neural Network for Urban Electromagnetic Field Exposure Reconstruction

Towards Explainable AI for Channel Estimation in Wireless Communications

Decentralized fault-tolerant controller based on cooperative smart-wireless sensors in large-scale buildings

IP Impairment Models for Performance Evaluation of Wireless Systems in Railway Environments

Asynchronous WPNC With DFT Precoding and Symbol-Spaced Processing

Signal Denoising and Detection for Uplink in LoRa Networks Based on Bayesian-Optimized Deep Neural Networks

Towards Outdoor Electromagnetic Field Exposure Mapping Generation Using Conditional GANs

Stochastic Geometry-Based Analysis of the Impact of Underlying Uncorrelated IoT Networks on LoRa Coverage

Joint Modeling of Received Power, Mean Delay, and Delay Spread for Wideband Radio Channels

Experimental Evidence for Heavy Tailed Interference in the IoT

Stochastic Resource Optimization of Random Access for Transmitters with Correlated Activation

Improved Salp Swarm Optimization Algorithm: Application in Feature Weighting for Blind Modulation Identification

Collaborators (12)

Troels Pedersen

benjamin allaert

Xuesong Cai

Joe Wiart

Ramoni Adeogun

Angesom Ataklity TESFAY

Esteban Egea-Lopez

Francois-Xavier Briol

Lala RAJAOARISOA

José Soler

Malcolm Egan

Jose-Maria Molina-Garcia-Pardo

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