Toward Intelligent and Sustainable Wireless Environments with Hybrid and AI-Enhanced RIS Strategies
Yıldız, Ö.
Electronics, 14(22), 4421 · Journal
Research
Research areas
- Wireless Network Intelligence
- Mobile Edge Computing
- Resource Allocation
- Digital Twin Modelling
- AI for Telecommunications
- 5G / 6G Networks
- Wireless Sensor Networks
Publications
2025
Development of Real-Time IoT-Based Air Quality Forecasting System Using Machine Learning Approach
Yıldız, Ö.; Sucuoğlu, H. S.
Sustainability, 17(19), 8531 · Journal
Digital Twin-Based Ray Tracing Analysis for Antenna Orientation Optimization in Wireless Networks
Yıldız, Ö.
Electronics, 14(15), 3023 · Journal
Deep Q-Learning Based Resource Allocation and Load Balancing in a Mobile Edge System Serving Different Types of User Requests
Yıldız, Ö.; Sokullu, R. I.
Journal of Electrical Engineering, 74(1), 48–56 · Journal
Mobility and Traffic-Aware Resource Scheduling for Downlink Transmissions in LTE-A Systems
Yıldız, Ö.; Sokullu, R. I.
Turkish J. of Electrical Engineering & Computer Sciences, 27(3), 2021–2035 · Journal
Research projects
AI-enhanced Reconfigurable Intelligent Surfaces for sustainable 6G environments
Researcher · 2025–Digital twin-based wireless network optimisation with differentiable ray tracing
Researcher · 2024–Open RAN architecture — systematic analysis of components and future perspectives
Researcher · 2025–AduAirNet — real-time IoT air quality management with ML forecasting
PI · 2025–Mobile edge computing resource allocation with deep reinforcement learning
Researcher · 2017–2023