Get started
Author

Medhat Elsayed

Observed names: Elsayed Medhat, Elsayed, Medhat, Elsayed, Medhat H. M., Medhat H. M. Elsayed
Institution: Ericsson (Canada)
ORCID: 0000-0002-1106-6078
Observed ORCID: 0000-0002-1106-6078
OpenAlex ID: A5049344765
AI-Enabled Radio Resource Allocation in 5G for URLLC and eMBB Users
2019 · Medhat Elsayed, Melike Erol-Kantarci · IEEE 5G World Forum (5GWF) · 58
Low-Latency Communications for Community Resilience Microgrids: A Reinforcement Learning Approach
2019 · Medhat Elsayed, Melike Erol-Kantarci, et al. · IEEE Transactions on Smart Grid · 56
RAN Resource Slicing in 5G Using Multi-Agent Correlated Q-Learning
2021 · Hao Zhou, Medhat Elsayed, et al. · IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) · 55
PDF
Transfer Reinforcement Learning for 5G New Radio mmWave Networks
2020 · Medhat Elsayed, Melike Erol-Kantarci, et al. · IEEE Transactions on Wireless Communications · 45
Transformer-Based Wireless Traffic Prediction and Network Optimization in O-RAN
2024 · Md Arafat Habib, Pedro Enrique Iturria Rivera, et al. · IEEE International Conference on Communications workshops · 37
PDF
Reinforcement Learning-Based Joint Power and Resource Allocation for URLLC in 5G
2019 · Medhat Elsayed, Melike Erol-Kantarci · Globecom · 30
Deep Reinforcement Learning for Reducing Latency in Mission Critical Services
2018 · Medhat Elsayed, Melike Erol-Kantarci · Globecom · 29
LLM-Based Intent Processing and Network Optimization Using Attention-Based Hierarchical Reinforcement Learning
2025 · Md Arafat Habib, Pedro Enrique Iturria Rivera, et al. · IEEE Wireless Communications and Networking Conference · 26
PDF
Intent-driven Intelligent Control and Orchestration in O-RAN Via Hierarchical Reinforcement Learning
2023 · Md Arafat Habib, Hao Zhou, et al. · IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS) · 25
PDF
QoS-Aware Joint Component Carrier Selection and Resource Allocation for Carrier Aggregation in 5G
2021 · Roghayeh Joda, Medhat Elsayed, et al. · International Conference on Communications · 25
Traffic Steering for 5G Multi-RAT Deployments using Deep Reinforcement Learning
2023 · Md Arafat Habib, Hao Zhou, et al. · IEEE Consumer Communications & Networking Conference (CCNC) · 24
PDF
The Internet of Senses: Building on Semantic Communications and Edge Intelligence
2022 · Roghayeh Joda, Medhat Elsayed, et al. · IEEE Network · 24
PDF
Hierarchical Reinforcement Learning Based Traffic Steering in Multi-RAT 5G Deployments
2023 · Md Arafat Habib, Hao Zhou, et al. · International Conference on Communications · 23
Carrier Aggregation With Optimized UE Power Consumption in 5G
2021 · Roghayeh Joda, Medhat Elsayed, et al. · IEEE Networking Letters · 20
Deep Q-Learning for Low-Latency Tactile Applications: Microgrid Communications
2018 · Medhat Elsayed, Melike Erol-Kantarci · IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) · 19
Beam Selection for Energy-Efficient mmWave Network Using Advantage Actor Critic Learning
2023 · Ycaro Dantas, Pedro Enrique Iturria-Rivera, et al. · International Conference on Communications · 16
PDF
Hierarchical Reinforcement Learning for RIS-Assisted Energy-Efficient RAN
2022 · Hao Zhou, Long Kong, et al. · Globecom · 14
PDF
Cooperative Hierarchical Deep Reinforcement Learning-Based Joint Sleep and Power Control in RIS-Aided Energy-Efficient RAN
2024 · Hao Zhou, Medhat Elsayed, et al. · IEEE Transactions on Cognitive Communications and Networking · 13
PDF
High-Reliability Multi-Agent Q-Learning-Based Scheduling for D2D Microgrid Communications
2019 · Kevin Shimotakahara, Medhat Elsayed, et al. · IEEE Access · 13
PDF
On-Device Intelligence for 5G RAN: Knowledge Transfer and Federated Learning Enabled UE-Centric Traffic Steering
2023 · Han Zhang, Hao Zhou, et al. · IEEE Transactions on Cognitive Communications and Networking · 12
PDF
Distributed interference management using Q-Learning in cognitive femtocell networks: New USRP-based implementation
2015 · Medhat H. M. Elsayed, Amr Mohamed · International Conference on New Technologies, Mobility and Security (NTMS) · 11
PDF
Harnessing the Power of LLMs, Informers and Decision Transformers for Intent-Driven RAN Management in 6G
2025 · Md Arafat Habib, Pedro Enrique Iturria-Rivera, et al. · IEEE Transactions on Network Science and Engineering · 10
PDF
Hierarchical Deep Q-Learning Based Handover in Wireless Networks with Dual Connectivity
2022 · Pedro Enrique Iturria-Rivera, Medhat Elsayed, et al. · Globecom · 10
Learning-Based Resource Allocation for Data-Intensive and Immersive Tactile Applications
2018 · Medhat Elsayed, Melike Erol-Kantarci · IEEE 5G World Forum (5GWF) · 9
Federated Learning with Dual Attention for Robust Modulation Classification under Attacks
2024 · Han Zhang, Medhat Elsayed, et al. · International Conference on Communications · 8
PDF
Works count: 59
Citation count: 679
H-index: 16
I10-index: 23
Year
Topic
Type