activity
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

collaborators

8 papers

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…

cs.CR2025★ 9 cited

LLM-Driven APT Detection for 6G Wireless Networks: A Systematic Review and Taxonomy

Muhammed Golec, Yaser Khamayseh, Suhib Bani Melhem +1

Sixth Generation (6G) wireless networks, which are expected to be deployed in the 2030s, have already created great excitement in academia and the private sector with their extreme…

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…

cs.NI2021

DQN-Based Multi-User Power Allocation for Hybrid RF/VLC Networks

Bekir Sait Ciftler, Abdulmalik Alwarafy, Mohamed Abdallah +1

In this paper, a Deep Q-Network (DQN) based multi-agent multi-user power allocation algorithm is proposed for hybrid networks composed of radio frequency (RF) and visible light com…

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…

cs.NI2020★ 2 cited

A Survey on Security and Privacy Issues in Edge Computing-Assisted Internet of Things

Abdulmalik Alwarafy, Khaled A. Al-Thelaya, Mohamed Abdallah +2

Internet of Things (IoT) is an innovative paradigm envisioned to provide massive applications that are now part of our daily lives. Millions of smart devices are deployed within co…