Publications

• Article dans une revue

Maximum Sum Rate of MCM-NOMA in Future Vehicular Sensor Networks

Alain Allouis, Anis Amazigh Hamza, Iyad Dayoub, Soumaya Cherkaoui

This letter addresses the challenge of determining the maximum sum rate achievable in high-mobility scenarios with time and frequency selectivity in 5G V2X communications, particularly in the context of Internet of Things (IoT)/sensor networks. We derive a closed-form expression for the maximum sum…

IEEE Sensors Letters, 2023, 7 (7), pp.1-4. ⟨10.1109/LSENS.2023.3288938⟩. ⟨hal-04150407⟩

• Communication dans un congrès

Deep Reinforcement Learning to Improve Vehicle-to-Vulnerable Road User Communications in C-V2X

Andy Triwinarko, Zoubeir Mlika, Soumaya Cherkaoui, Iyad Dayoub

Ubiquitous Networking, UNet 2022, Oct 2022, Montreal, Canada. ⟨hal-04829840⟩

• Article dans une revue

Deep Reinforcement Learning to Improve Vehicle-to-Vulnerable Road User Communications in C-V2X

Andy Triwinarko, Zoubeir Mlika, Soumaya Cherkaoui, Iyad Dayoub

In this paper, we study the problem of optimizing the performance of vehicle-to-everything (V2X) using deep reinforcement learning techniques while sharing the spectrum between vehicle-to-infrastructure (V2I) links and vehicle-to-vulnerable road users (V2VRU) links in Cellular V2X (C-V2X). The…

Lecture Notes in Computer Science, 2023, Lecture Notes in Computer Science, 13853, pp.138-150. ⟨10.1007/978-3-031-29419-8_11⟩. ⟨hal-04829669⟩

• Article dans une revue

Beyond 5G Fronthaul Based on FSO Using Spread Spectrum Codes and Graphene Modulators

Daniel Neves, Anderson Sanches, Rafael Nobrega, Hichem Mrabet, Iyad Dayoub, Kohei Ohno, Shyqyri Haxha, Ivan Glesk, Antonio Jurado-Navas, Thiago Raddo

High data rate coverage, security, and energy efficiency will play a key role in the continued performance scaling of next-generation mobile systems. Dense, small mobile cells based on a novel network architecture are part of the answer. Motivated by the recent mounting interest in free-space…

Sensors, 2023, 23 (8), pp.3791. ⟨10.3390/s23083791⟩. ⟨hal-04187433⟩

• Article dans une revue

Millimetric waves communications for Railways

Marion Berbineau, Nicholas Attwood, François Gallée, Patrice Pajusco, Qianrui Li, Hervé Bonneville, Semah Mabrouki, Iyad Dayoub, D. Seetharamdoo

Transportation Research Procedia, 2023, 72, pp.1248-1255. ⟨10.1016/j.trpro.2023.11.584⟩. ⟨hal-04434496⟩

• Article dans une revue

Capacity Improvement of 3D-OCDMA-PON Hybrid System Next Generation Using Weight Zero Cross Correlation Code

Abdelhamid Cherifi, Tarik Mohammed Chikouche, Abdullah Karar, Julien Moussa H. Barakat, Omar Arbouche, Iyad Dayoub

This paper proposes a novel code for optical code division multiple access (OCDMA) systems, called the three-dimensional (3D) spectral/temporal/spatial single weight zero cross-correlation (3D-SWZCC) code. The proposed code could potentially be used in the next generation of passive optical…

Applied Sciences, 2023, 13 (10), pp.5869. ⟨10.3390/app13105869⟩. ⟨hal-04125224⟩

• Article dans une revue

An LSTM-Based Network Slicing Classification Future Predictive Framework for Optimized Resource Allocation in C-V2X

Mohammed Salah Abood, Hua Wang, Dongxuan He, Maha Fathy, Sami Abduljabbar Rashid, Mohammad Alibakhshikenari, Bal Virdee, Salahuddin Khan, Giovanni Pau, Iyad Dayoub, Patrizia Livreri, Taha Elwi

With the advent of 5G communication networks, many novel areas of research have emerged and the spectrum of communicating objects has been diversified. Network Function Virtualization (NFV), and Software Defined Networking (SDN), are the two broader areas that are tremendously being explored to…

IEEE Access, 2023, 11, pp.129300-129310. ⟨10.1109/ACCESS.2023.3332225⟩. ⟨hal-04369688⟩

• Article dans une revue

Dendrogram-based Artificial Neural Network modulation classification for dual-hop cooperative relaying communications

H. Moulay, A.B. Djebbar, B. Dehri, Iyad Dayoub

This paper contributes to the growing field of Artificial Neural Networks (ANNs) strategies of Automatic Modulation Identification (AMI) for Cognitive Radio (CR). Traditional AMI-based ANN methods suffer from many drawbacks such as overfitting due to ANN architectures with complex layers, low…

Physical Communication, 2022, 55, pp.101929. ⟨10.1016/j.phycom.2022.101929⟩. ⟨hal-03852280⟩

• Communication dans un congrès

Performance of PHY/MAC Cross-Layer Design for Next-Generation V2X Applications

Andy Triwinarko, Soumaya Cherkaoui, Iyad Dayoub

This paper proposed the use of physical (PHY) and medium access control (MAC) cross-layer approach to obtain two goals outlined by the next-generation V2X (NGV) 's project authorisation request (PAR) of IEEE 802.11bd group, namely having twice the MAC layer throughput and able to operate in a…

2022 IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS), Nov 2022, BALI, Indonesia. pp.98-104, ⟨10.1109/IoTaIS56727.2022.9975999⟩. ⟨hal-03951687⟩

• Communication dans un congrès

Millimetric-Waves communication for Railways

Marion Berbineau, Nicholas Attwood, François Gallée, Patrice Pajusco, Qianrui Li, Hervé Bonneville, Semah Mabrouki, Iyad Dayoub, D. Seetharamdoo

9th Transport Research Arena TRA Lisbon 2022, Nov 2022, Lisbon, Portugal. ⟨hal-04106265⟩