Proceedings of the 2026 8th International Youth Conference on Radio Electronics, Electrical and Power Engineering (REEPE)

IEEE, 2026.

Dayoub A., Suleiman E.

2026 8th International Youth Conference on Radio Electronics, Electrical and Power Engineering (REEPE)

1-3 April 2026

Chapters

Federated Reinforcement Learning for Intelligent Traffic Signal Control: A Privacy-Preserving Approach with Edge-Assisted Aggregation

Ali J. Dayoub, Ehab S. Suleiman, , in: Proceedings of the 2026 8th International Youth Conference on Radio Electronics, Electrical and Power Engineering (REEPE).: IEEE, 2026. Ch. 159 P. 1–5.

Abstract— Urban traffic congestion costs the global economy over $1 trillion annually, necessitating intelligent traffic signal control (ITSC) solutions. Traditional centralized approaches face critical limitations: privacy violations from vehicle trajectory data sharing, prohibitive communication overhead, and scalability challenges in heterogeneous urban environments. This paper presents a federated reinforcement learning (FRL) framework for privacy-preserving traffic signal ...

Added: April 30, 2026

Learning-Based UAV–RIS Secure Communication Under Eavesdropper Location Uncertainty

Ehab S. Suleiman, Ali J. Dayoub, , in: Proceedings of the 2026 8th International Youth Conference on Radio Electronics, Electrical and Power Engineering (REEPE).: IEEE, 2026. Ch. 165 P. 1–6.

Unmanned aerial vehicle (UAV)-assisted reconfigurable intelligent surface (RIS) systems can enhance physical layer security through joint mobility and propagation control. However, most existing designs assume the availability of the eavesdropper's channel state information (CSI), which is unrealistic in passive eavesdropping scenarios. In this paper, secure UAV-RIS downlink communication is studied under bounded eavesdropper location uncertainty, ...

Added: April 30, 2026

Keywords: radio electronics, Electrical Engineering, telecomunications