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20202025
most citedDeep Reinforcement Learning for Radio Resource Allocation and Management in Next Generation Heterogeneous Wireless Networks: A Survey

72 citations · 130 across the 7 of their papers we have counts for

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5 papers · 1 filter

eess.SP2025

Channel Estimation for Full-duplex Multi-tag Ambient Backscatter Communication Systems with I/Q Imbalance

Saeed Abdallah, Mahmoud A. Albreem, Bassel Al Homssi +2

Ambient backscatter communication (AmBC) has emerged as a highly attractive paradigm for energy-efficient communication. Full-duplex multi-tag AmBC systems provide the scalability…

eess.SP2022★ 45 cited

Hierarchical Multi-Agent DRL-Based Framework for Joint Multi-RAT Assignment and Dynamic Resource Allocation in Next-Generation HetNets

Abdulmalik Alwarafy, Bekir Sait Ciftler, Mohamed Abdallah +2

This paper considers the problem of cost-aware downlink sum-rate maximization via joint optimal radio access technologies (RATs) assignment and power allocation in next-generation…

eess.SP2021★ 72 cited

Deep Reinforcement Learning for Radio Resource Allocation and Management in Next Generation Heterogeneous Wireless Networks: A Survey

Abdulmalik Alwarafy, Mohamed Abdallah, Bekir Sait Ciftler +2

Next generation wireless networks are expected to be extremely complex due to their massive heterogeneity in terms of the types of network architectures they incorporate, the types…

eess.SP2020

Effects of Solar Radio Emissions on Outdoor Propagation Path Loss Models at 60 GHz Bands for Access/Backhaul Links and D2D Communications

Ahmed Iyanda Sulyman, Hussein Seleem, Abdulmalik Alwarafy +2

This paper presents analytical and empirical data documenting the effects of solar radio emissions on outdoor propagation path loss at 60 GHz bands. Both line-of-sight (LOS) and no…

eess.SP2020★ 2 cited

Directional Radio Propagation Path Loss Models for Millimeter-Wave Wireless Networks in the 28-, 60-, and 73-GHz Bands

Ahmed Iyanda Sulyman, Abdulmalik Alwarafy, George R. MacCartney +2

Fifth-generation (5G) cellular systems are likely to operate in the centimeter-wave (3-30 GHz) and millimeter-wave (30-300 GHz) frequency bands, where a vast amount of underutilize…