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Husham M. Ahmed

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#reinforcement learning Open access Sep 2026

Reinforcement learning-assisted time-to-boundary mobility control with selective DAPS for QoS-aware handover in dense HetNets

Results indicate a favorable overall QoS–energy–signaling trade-off for selective risk-aware DAPS activation with hybrid rule-constrained and RL-assisted control within the controlled single-UE 1-D boundary-crossing model.

T. Khan, Taimur Karamat, Mohsan Tanveer et al. · 0 citations
Open access Aug 2026

AI-Enabled IoT-Based Hydroponic Farming with Embedded Automation and Nutrient Prediction

This research showcases the capability to develop scalable, data-focused precision agriculture solutions that can adapt to the demands of today’s agricultural environment by combining all elements of IoT sensing, machine learning, and DT simulations into one functional hyperphysical system.

J. Arshad, Fawad Azeem, Ayesha Butt et al. · 0 citations

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