Search Results for author: Benoît Denis

Found 6 papers, 0 papers with code

A Novel Satellite Selection Algorithm Using LSTM Neural Networks For Single-epoch Localization

no code implementations9 Jun 2023 Ibrahim Sbeity, Christophe Villien, Christophe Combettes, Benoît Denis, E Veronica Belmega, Marwa Chafii

This work presents a new approach for detection and exclusion (or de-weighting) of pseudo-range measurements from the Global Navigation Satellite System (GNSS) in order to improve the accuracy of single-epoch positioning, which is an essential prerequisite for maintaining good navigation performance in challenging operating contexts (e. g., under Non-Line of Sight and/or multipath propagation).

RNN-Based GNSS Positioning using Satellite Measurement Features and Pseudorange Residuals

no code implementations8 Jun 2023 Ibrahim Sbeity, Christophe Villien, Benoît Denis, E. Veronica Belmega

In the Global Navigation Satellite System (GNSS) context, the growing number of available satellites has lead to many challenges when it comes to choosing the most accurate pseudorange contributions, given the strong impact of biased measurements on positioning accuracy, particularly in single-epoch scenarios.

Constrained RIS Phase Profile Optimization and Time Sharing for Near-field Localization

no code implementations14 Mar 2022 Moustafa Rahal, Benoît Denis, Kamran Keykhosravi, Furkan Keskin, Bernard Uguen, Henk Wymeersch

The rising concept of reconfigurable intelligent surface (RIS) has promising potential for Beyond 5G localization applications.

Arbitrary Beam Pattern Approximation via RISs with Measured Element Responses

no code implementations14 Mar 2022 Moustafa Rahal, Benoît Denis, Kamran Keykhosravi, Furkan Keskin, Bernard Uguen, George C. Alexandropoulos, Henk Wymeersch

Smart radio environments (SREs) are seen as a key rising concept of next generation wireless networks, where propagation channels between transmitters and receivers are purposely controlled.

Beyond 5G Wireless Localization with Reconfigurable Intelligent Surfaces

no code implementations26 Aug 2020 Henk Wymeersch, Benoît Denis

5G radio positioning exploits information in both angle and delay, by virtue of increased bandwidth and large antenna arrays.

Radio Localization and Mapping with Reconfigurable Intelligent Surfaces

no code implementations19 Dec 2019 Henk Wymeersch, Jiguang He, Benoît Denis, Antonio Clemente, Markku Juntti

5G radio at millimeter wave (mmWave) and beyond 5G concepts at 0. 1-1 THz can exploit angle and delay measurements for localization, by the virtue of increased bandwidth and large antenna arrays but are limited in terms of blockage caused by obstacles.

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