Medhat H. M. Elsayed

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 39

Top Topics

Mobile Communication

Transfer Learning

Reinforcement Learning

Resource Allocation

Top Venues

Publications

Md Arafat Habib, Pedro Enrique Iturria-Rivera, Yigit Ozcan, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Melike Erol-Kantarci
Transformer-Based Wireless Traffic Prediction and Network Optimization in O-RAN. ICC Workshops (2024)
Md Arafat Habib, Pedro Enrique Iturria-Rivera, Yigit Ozcan, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Melike Erol-Kantarci
Transformer-Based Wireless Traffic Prediction and Network Optimization in O-RAN. CoRR (2024)
Md Arafat Habib, Pedro Enrique Iturria-Rivera, Yigit Ozcan, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Melike Erol-Kantarci
LLM-Based Intent Processing and Network Optimization Using Attention-Based Hierarchical Reinforcement Learning. CoRR (2024)
Pedro Enrique Iturria-Rivera, Raimundas Gaigalas, Medhat H. M. Elsayed, Majid Bavand, Yigit Ozcan, Melike Erol-Kantarci
Extended Reality (XR) Codec Adaptation in 5G using Multi-Agent Reinforcement Learning with Attention Action Selection. CoRR (2024)
Han Zhang, Hao Zhou, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
On-Device Intelligence for 5G RAN: Knowledge Transfer and Federated Learning Enabled UE-Centric Traffic Steering. IEEE Trans. Cogn. Commun. Netw. 10 (2) (2024)
Han Zhang, Hao Zhou, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
Distributed Attacks over Federated Reinforcement Learning-enabled Cell Sleep Control. CoRR (2023)
Ycaro Dantas, Pedro Enrique Iturria Rivera, Hao Zhou, Majid Bavand, Medhat H. M. Elsayed, Raimundas Gaigalas, Melike Erol-Kantarci
Beam Selection for Energy-Efficient mmWave Network Using Advantage Actor Critic Learning. ICC (2023)
Ycaro Dantas, Pedro Enrique Iturria-Rivera, Hao Zhou, Yigit Ozcan, Majid Bavand, Medhat H. M. Elsayed, Raimundas Gaigalas, Melike Erol-Kantarci
Split Learning for Sensing-Aided Single and Multi-Level Beam Selection in Multi-Vendor RAN. GLOBECOM (2023)
Shavbo Salehi, Hao Zhou, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
Policy Poisoning Attacks on Transfer Learning Enabled Resource Allocation for Network Slicing. GLOBECOM (2023)
Han Zhang, Hao Zhou, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
Distributed Attacks over Federated Reinforcement Learning-Enabled Cell Sleep Control. GLOBECOM (Workshops) (2023)
Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
Hierarchical Reinforcement Learning Based Traffic Steering in Multi-RAT 5G Deployments. ICC (2023)
Roghayeh Joda, Medhat H. M. Elsayed, Hatem Abou-Zeid, Ramy Atawia, Akram Bin Sediq, Gary Boudreau, Melike Erol-Kantarci, Lajos Hanzo
The Internet of Senses: Building on Semantic Communications and Edge Intelligence. IEEE Netw. 37 (3) (2023)
Roghayeh Joda, Medhat H. M. Elsayed, Hatem Abou-zeid, Ramy Atawia, Akram Bin Sediq, Gary Boudreau, Melike Erol-Kantarci, Lajos Hanzo
The Internet of Senses: Building on Semantic Communications and Edge Intelligence. CoRR (2022)
Hao Zhou, Long Kong, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci
Hierarchical Reinforcement Learning for RIS-Assisted Energy-Efficient RAN. GLOBECOM (2022)
Roghayeh Joda, Medhat H. M. Elsayed, Hatem Abou-Zeid, Ramy Atawia, Akram Bin Sediq, Gary Boudreau, Melike Erol-Kantarci
Carrier Aggregation With Optimized UE Power Consumption in 5G. IEEE Netw. Lett. 3 (2) (2021)
Medhat H. M. Elsayed, Roghayeh Joda, Hatem Abou-Zeid, Ramy Atawia, Akram Bin Sediq, Gary Boudreau, Melike Erol-Kantarci
Reinforcement Learning Based Energy-Efficient Component Carrier Activation-Deactivation in 5G. GLOBECOM (2021)
Medhat H. M. Elsayed, Kevin Shimotakahara, Melike Erol-Kantarci
Machine Learning-based Inter-Beam Inter-Cell Interference Mitigation in mmWave. CoRR (2021)
Roghayeh Joda, Medhat H. M. Elsayed, Hatem Abou-Zeid, Ramy Atawia, Akram Bin Sediq, Gary Boudreau, Melike Erol-Kantarci
QoS-Aware Joint Component Carrier Selection and Resource Allocation for Carrier Aggregation in 5G. ICC (2021)
Medhat H. M. Elsayed, Melike Erol-Kantarci
AI-enabled Future Wireless Networks: Challenges, Opportunities and Open Issues. CoRR (2021)
Hao Zhou, Medhat H. M. Elsayed, Melike Erol-Kantarci
RAN Resource Slicing in 5G Using Multi-Agent Correlated Q-Learning. CoRR (2021)
Kevin Shimotakahara, Medhat H. M. Elsayed, Melike Erol-Kantarci, Karin Hinzer
Mobile Communications-Enabled Smart Grid Cosimulator System Design. IEEE Syst. J. 15 (2) (2021)
Hao Zhou, Medhat H. M. Elsayed, Melike Erol-Kantarci
RAN Resource Slicing in 5G Using Multi-Agent Correlated Q-Learning. PIMRC (2021)
Medhat H. M. Elsayed, Melike Erol-Kantarci
Radio Resource and Beam Management in 5G mmWave Using Clustering and Deep Reinforcement Learning. CoRR (2021)
Medhat H. M. Elsayed, Melike Erol-Kantarci, Halim Yanikomeroglu
Transfer Reinforcement Learning for 5G New Radio mmWave Networks. IEEE Trans. Wirel. Commun. 20 (5) (2021)
Medhat H. M. Elsayed, Melike Erol-Kantarci, Burak Kantarci, Lei Wu, Jie Li
Low-Latency Communications for Community Resilience Microgrids: A Reinforcement Learning Approach. IEEE Trans. Smart Grid 11 (2) (2020)
Medhat H. M. Elsayed, Melike Erol-Kantarci, Halim Yanikomeroglu
Transfer Reinforcement Learning for 5G-NR mm-Wave Networks. CoRR (2020)
Medhat H. M. Elsayed, Kevin Shimotakahara, Melike Erol-Kantarci
Machine Learning-based Inter-Beam Inter-Cell Interference Mitigation in mmWave. ICC (2020)
Medhat H. M. Elsayed, Melike Erol-Kantarci
Radio Resource and Beam Management in 5G mmWave Using Clustering and Deep Reinforcement Learning. GLOBECOM (2020)
Kevin Shimotakahara, Medhat H. M. Elsayed, Karin Hinzer, Melike Erol-Kantarci
Integrated Power and Device-to-Device (D2D) Communications Simulator for Future Power Systems. GlobalSIP (2019)
Medhat H. M. Elsayed, Melike Erol-Kantarci
AI-Enabled Future Wireless Networks: Challenges, Opportunities, and Open Issues. IEEE Veh. Technol. Mag. 14 (3) (2019)
Medhat H. M. Elsayed, Melike Erol-Kantarci
Reinforcement Learning-Based Joint Power and Resource Allocation for URLLC in 5G. GLOBECOM (2019)
Kevin Shimotakahara, Medhat H. M. Elsayed, Karin Hinzer, Melike Erol-Kantarci
High-Reliability Multi-Agent Q-Learning-Based Scheduling for D2D Microgrid Communications. IEEE Access 7 (2019)
Medhat H. M. Elsayed, Melike Erol-Kantarci
AI-Enabled Radio Resource Allocation in 5G for URLLC and eMBB Users. 5G World Forum (2019)
Medhat H. M. Elsayed, Melike Erol-Kantarci
Deep Reinforcement Learning for Reducing Latency in Mission Critical Services. GLOBECOM (2018)
Medhat H. M. Elsayed, Melike Erol-Kantarci
Deep Q-Learning for Low-Latency Tactile Applications: Microgrid Communications. SmartGridComm (2018)
Medhat H. M. Elsayed, Melike Erol-Kantarci
Learning-Based Resource Allocation for Data-Intensive and Immersive Tactile Applications. 5G World Forum (2018)
Medhat H. M. Elsayed, Amr Mohamed
Distributed interference management using Q-Learning in Cognitive Femtocell networks: New USRP-based Implementation. CoRR (2016)
Alaa Awad, Medhat H. M. Elsayed, Amr Mohamed
Encoding Distortion Modeling For DWT-Based Wireless EEG Monitoring System. CoRR (2016)
Medhat H. M. Elsayed, Amr Mohamed
Distributed interference management using Q-Learning in cognitive femtocell networks: New USRP-based implementation. NTMS (2015)
Medhat H. M. Elsayed, Amr A. El-Sherif, Amr Mohamed
DDSAT: Distributed Dynamic Spectrum Access Protocol Implementation Using GNURadio and USRP. CoRR (2014)