Search Results for author: Marwa Qaraqe

Found 7 papers, 0 papers with code

A BFF-Based Attention Mechanism for Trajectory Estimation in mmWave MIMO Communications

no code implementations23 Jan 2024 Mohammad Shamsesalehi, Mahmoud Ahmadian Attari, Mohammad Amin Maleki Sadr, Benoit Champagne, Marwa Qaraqe

This TN-based approach estimates wireless device trajectories using BFF sequences recorded within a mmWave MIMO outdoor system.

Location-based Physical Layer Authentication in Underwater Acoustic Communication Networks

no code implementations12 Mar 2023 Waqas Aman, Saif Al-Kuwari, Marwa Qaraqe

In this paper, we propose a novel physical layer authentication (PLA) mechanism in underwater acoustic communication networks where we exploit the position/location of the transmitter nodes to achieve authentication.

Position

Full-Duplex Magnetic Induction Communication: Opportunities and Challenges

no code implementations17 Dec 2022 Muhammad Muzzammil, Saif Al-Kuwari, Niaz Ahmed, Marwa Qaraqe

The demand for high data rates is rapidly increasing as the interest in Magnetic Induction (MI) communication-based underwater applications grow.

A Mobile Food Recognition System for Dietary Assessment

no code implementations20 Apr 2022 Şeymanur Aktı, Marwa Qaraqe, Hazim Kemal Ekenel

With the model achieving 94% accuracy on 23 food classes, the developed mobile application has potential to serve the visually impaired in automatic food recognition via images.

Data Augmentation Food Recognition

CoMP-Assisted NOMA and Cooperative NOMA in Indoor VLC Cellular Systems

no code implementations5 Aug 2021 Mohamed Amine Arfaoui, Ali Ghrayeb, Chadi Assi, Marwa Qaraqe

In this paper, we investigate the dynamic power allocation for a visible light communication (VLC) cellular system consisting of two coordinating attocells, each equipped with one access-point (AP).

Deep Learning Based Proactive Optimization for Mobile LiFi Systems with Channel Aging

no code implementations21 Apr 2021 Mohamed Amine Arfaoui, Ali Ghrayeb, Chadi Assi, Marwa Qaraqe

In this paper, a proactive-optimization (PO) approach that can alleviate the LiFi channel aging problem is proposed.

The Diabetic Buddy: A Diet Regulator andTracking System for Diabetics

no code implementations8 Jan 2021 Muhammad Usman, Kashif Ahmad, Amir Sohail, Marwa Qaraqe

In this regard, there is a need to build automatic tools to monitor the blood glucose levels of diabetics and their daily food intake.

Food Recognition

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