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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Ahmed El Soukkary

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Sep 2026

RL-Based Mobility Load Balancing for Energy Efficiency in Multi-Band Cellular Systems

This paper presents a mobility-aware framework for energy-efficient load balancing in homogeneous multi-band cellular networks. The proposed approach combines a newly proposed user-association algorithm, termed SIRRA-HO (SINR-Ratio-Based Resource Allocation under Handover Constraints), with a Proximal Policy Optimizati...

Ahmed El Soukkary, Karim G. Seddik · 0 citations

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