Search Results for author: Benoit Denis

Found 10 papers, 0 papers with code

RIS-Enabled NLoS Near-Field Joint Position and Velocity Estimation under User Mobility

no code implementations15 Dec 2023 Moustafa Rahal, Benoit Denis, Musa Furkan Keskin, Bernard Uguen, Henk Wymeersch

In the context of single-base station (BS) non-line-of-sight (NLoS) single-epoch localization with the aid of a reflective reconfigurable intelligent surface (RIS), this paper introduces a novel three-step algorithm that jointly estimates the position and velocity of a mobile user equipment (UE), while compensating for the Doppler effects observed in near-field (NF) at the RIS elements over the short transmission duration of a sequence of downlink (DL) pilot symbols.

Position

Sensing of Side Lobes Interference for Blockage Prediction in Dense mmWave Networks

no code implementations30 Jun 2023 Mohamed Sana, Hiba Dakdouk, Benoit Denis

The integration of sensing capability in the design of wireless communication systems is foreseen as a key enabler for efficient radio resource management in next-generation networks.

Management

RIS-aided Positioning Experiments based on mmWave Indoor Channel Measurements

no code implementations18 Jun 2023 Moustafa Rahal, Benoit Denis, Taghrid Mazloum, Frederic Munoz, Raffaele D Errico

Reconfigurable Intelligent Surfaces (RISs) are announced as a truly transformative technology, capable of smartly shaping wireless environments to optimize next-generation communication networks.

Deep Learning with Partially Labeled Data for Radio Map Reconstruction

no code implementations7 Jun 2023 Alkesandra Malkova, Massih-Reza Amini, Benoit Denis, Christophe Villien

In this paper, we address the problem of Received Signal Strength map reconstruction based on location-dependent radio measurements and utilizing side knowledge about the local region; for example, city plan, terrain height, gateway position.

Neural Architecture Search Position

Performance of RIS-Aided Nearfield Localization under Beams Approximation from Real Hardware Characterization

no code implementations27 Mar 2023 Moustafa Rahal, Benoit Denis, Kamran Keykhosravi, Musa Furkan Keskin, Bernard Uguen, George C. Alexandropoulos, Henk Wymeersch

The technology of reconfigurable intelligent surfaces (RIS) has been showing promising potential in a variety of applications relying on Beyond-5G networks.

Specificity

RIS-Enabled Localization Continuity Under Near-Field Conditions

no code implementations24 Sep 2021 Moustafa Rahal, Benoit Denis, Kamran Keykhosravi, Bernard Uguen, Henk Wymeersch

Reconfigurable intelligent surfaces (RISs) have the potential to enable user localization in scenarios where traditional approaches fail.

Self-Learning for Received Signal Strength Map Reconstruction with Neural Architecture Search

no code implementations17 May 2021 Aleksandra Malkova, Loic Pauletto, Christophe Villien, Benoit Denis, Massih-Reza Amini

In this paper, we present a Neural Network (NN) model based on Neural Architecture Search (NAS) and self-learning for received signal strength (RSS) map reconstruction out of sparse single-snapshot input measurements, in the case where data-augmentation by side deterministic simulations cannot be performed.

Data Augmentation Neural Architecture Search +1

Beamwidth Optimization and Resource Partitioning Scheme for Localization Assisted mm-wave Communications

no code implementations11 May 2020 Gourab Ghatak, Remun Koirala, Antonio De Domenico, Benoit Denis, Davide Dardari, Bernard Uguen, Marceau Coupechoux

We study a mm-wave wireless network deployed along the roads of an urban area, to support localization and communication services simultaneously for outdoor mobile users.

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