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Author

Zahoor-ur-Rehman

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Open access Sep 2026

6G-Enabled FANET–IoT Framework for Intelligent Watershed Monitoring Using Multi-Agent Deep Reinforcement Learning

A 6G-enabled smart watershed monitoring framework integrating Flying Ad Hoc Networks, Internet of Things sensors, deep learning, and Multi-Agent Deep Reinforcement Learning (MADRL) is proposed.

Rizwan Raza, Zahoor-ur-Rehman, Muddasar Naeem et al. · 0 citations
Open access Aug 2026

Performance Evaluation and Optimization of FANET-IoT-IoV Interactions in 6G-enabled Smart City Applications

This research endeavors to address challenges in ensuring reliable and efficient communication in FANET-IoT-IoT-IoV interactions within the context of 6G-enabled smart city applications by systematically evaluating the performance metrics, identifying optimization opportunities, and developing novel methodologies.

Rizwan Raza, Farhan Aadil, Zahoor-ur-Rehman · 1 citation

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