: Civilian Unmanned Aerial Systems (UAS) are increasingly deployed in smart-city monitoring, infrastructure inspection, logistics, and emergency response applications. However, their integration with wireless networks, cloud services, and AI-driven analytics significantly expands cybersecurity and privacy risks. Existi...
Ahmed Murtaza, Abdullah Memon, Sana Hafeez et al.· Intelligent Automation &...· 0 citations
A comprehensive review of published RL-based control studies using the Quanser Aero, Aero 2, 3-DOF Helicopter, and Autonomous Vehicles Research Studio (AVRS) platforms identifies standardised evaluation procedures, reproducible reporting, safety-aware RL, interoperable software interfaces, and higher-fidelity digital t...
Ghulam E. Mustafa Abro, S. Memon, Jawad Tanveer· Electronics· 0 citations
The technical feasibility of the proposed UAV-assisted recognition framework under the evaluated experimental conditions is demonstrated and its potential to support communication in scenarios where fixed-camera systems may be affected by occlusions, limited fields of view, or environmental variability is indicated.
Hafsa Waheed, Ghulam E. Mustafa Abro, S. Memon et al.· Scientific Reports· 0 citations
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