Publications

• Article dans une revue

Human sensing in reverberant environments: RF-based occupancy and fall detection in ships

Marwan Yusuf, Emmeric Tanghe, Brecht de Beelde, Pierre Laly, Matteo Ridolfi, Eli de Poorter, Luc Martens, Davy Gaillot, M. Lienard, Wout Joseph

In this paper, we explore the possibility of estimating the number of people inside a below-deck ship compartment using the theory of room electromagnetics. Most RF-based occupancy detection solutions focus on residential environments. Confined metallic spaces such in industrial environments are…

IEEE Transactions on Vehicular Technology, 2021, 70 (5), pp.4512-4522. ⟨10.1109/TVT.2021.3069326⟩. ⟨hal-03344319⟩

• Communication dans un congrès

Energy-efficient 1-bit feedback NOMA in wireless networks with no CSIT/CDIT

Hajar El Hassani, Anne Savard, E Veronica Belmega

In this paper, the energy efficiency of a two-user downlink non-orthogonal multiple access (NOMA) system is investigated. We consider a stochastic time-varying channel that is unknown at the transmitter side (in state and distribution) and propose an online learning method that is energy efficient…

IEEE Statistical Signal Processing Workshop, SSP 2021, Jul 2021, Rio de Janeiro, Brazil. IoT-1, 5 p., ⟨10.1109/SSP49050.2021.9513763⟩. ⟨hal-03227273⟩

• Autre publication scientifique

[Contribution] Artificial intelligence, edge computing and advanced control

Virginie Hoel

Electronic Components and Systems Strategic Research and Innovation Agenda 2021, Section 2.1, ECS-SRIA, 2021, pp.133-178. ⟨hal-03341201⟩

• Article dans une revue

Experimental Investigation of the Parameters Influencing the Surface Defect Detection by Using the Critically Refracted Longitudinal Waves

Wahiba Djerir, Mohamed Ourak, Tarek Boutkedjirt

Abstract: The aim of this work is the detection of surface defects by the refracted longitudinal wave and the study of the parameters that influence the use of this wave in transmission and reflection modes in order to optimize the non-destructive testing (NDT) conditions with the LCR waves. For…

Defektoskopiya / Russian Journal of Nondestructive Testing, 2021, 57 (1), pp.55-60. ⟨10.1134/S106183092130001X⟩. ⟨hal-03542164⟩

• Article dans une revue

Joint modeling of received power, mean delay, and delay spread for wideband radio channels

Ayush Bharti, Ramoni Adeogun, Xuesong Cai, Wei Fan, Francois-Xavier Briol, Laurent Clavier, Troels Pedersen

We propose a multivariate log-normal distribution to jointly model received power, mean delay, and root mean square (rms) delay spread of wideband radio channels, referred to as the standardized temporal moments. The model is validated using experimental data collected from five different…

IEEE Transactions on Antennas and Propagation, 2021, 69 (8), pp.4871-4882. ⟨10.1109/TAP.2021.3060099⟩. ⟨hal-03347804⟩

• Article dans une revue

Roll-to-roll in-line implementation of microwave free-space non-destructive evaluation of conductive composite thin layer materials

Grigorios Koutsoukis, Ivan Alic, Antonios Vavouliotis, Ferry Kienberger, Kamel Haddadi

A free-space microwave nondestructive testing and evaluation module is developed for the low-power, non-ionizing, contactless, and real-time characterization of doped composite thin-film materials in an industrial context. The instrumentation proposed is built up with a handled vector network…

Applied Sciences, 2021, 11 (1), 378, 11 p. ⟨10.3390/app11010378⟩. ⟨hal-03124050⟩

• Communication dans un congrès

Quadratic detection-based millimeter-wave MMIC for wireless communication and localization

Christophe Loyez, Michael Bocquet, Kamel Haddadi

This paper presents a multi-functional topology of a monolithic microwave monolithic integrated circuit (MMIC) capable of performing both wireless communications and geolocation devices. The architecture of this MMIC allows several RF functionalities such as conventional frequency heterodyning for…

2021 International Symposium on Networks, Computers and Communications (ISNCC), Session A10 - Signals and Communication Systems, Oct 2021, Dubai (virtual), United Arab Emirates. pp.1-5, ⟨10.1109/ISNCC52172.2021.9615694⟩. ⟨hal-03457159⟩

• Chapitre d'ouvrage

Human Facial Age Estimation: Handcrafted Features Versus Deep Features

S.E. Bekhouche, F. Dornaika, A. Ouafi, Abdelmalik Taleb-Ahmed

In recent times, human facial age estimation topic attracted a lot of attention due to its ability to improve biometrics systems. Recently, several applications that exploit demographic attributes have emerged. These applications include: access control, re-identification in surveillance videos,…

Advances in Science, Technology and Innovation, Springer Nature, pp.31-37, 2021, ⟨10.1007/978-3-030-14647-4_3⟩. ⟨hal-03541943⟩

• Communication dans un congrès

Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters

R. El-Allami, A. Marchisio, M. Shafique, Ihsen Alouani

Deep Learning (DL) algorithms have gained popularity owing to their practical problem-solving capacity. However, they suffer from a serious integrity threat, i.e., their vulnerability to adversarial attacks. In the quest for DL trustworthiness, recent works claimed the inherent robustness of…

2021 Design, Automation and Test in Europe Conference and Exhibition (DATE 2021), Feb 2021, Grenoble, France. pp.774-779, ⟨10.23919/DATE51398.2021.9473981⟩. ⟨hal-03362270⟩

• Communication dans un congrès

Les systèmes neuroinspirés appliqués à la vision artificielle: pédagogie et interdisciplinarité

D. Henniquau, Christel Vanbesien, P. Falez, P. Devienne, Alexis Vlandas, A. Cappy, Virginie Hoel

Le traitement neuroinspiré de l’information et le domaine des neurobiosystèmes sont deux pans de la recherche à fort potentiel de développement. Appliquées au domaine de la vision artificielle, elles visent au développement de nouvelles applications comme la conception d’implants rétiniens et/ou de…

16emes journées pédagogiques du CNFM, JPCNFM’2021, Dec 2021, Saint-Malo, France. ⟨hal-03769589⟩