Md Arafat Habib

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Hierarchical Reinforcement Learning

Wireless Multimedia Sensor Networks

Acoustic Emission

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)
Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria Rivera, Medhat Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci
Traffic Steering for 5G Multi-RAT Deployments using Deep Reinforcement Learning. CCNC (2023)
Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria Rivera, Medhat Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
Hierarchical Reinforcement Learning Based Traffic Steering in Multi-RAT 5G Deployments. CoRR (2023)
Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria Rivera, Medhat Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
Intent-driven Intelligent Control and Orchestration in O-RAN Via Hierarchical Reinforcement Learning. CoRR (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)
Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria Rivera, Medhat Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci
Traffic Steering for 5G Multi-RAT Deployments using Deep Reinforcement Learning. CoRR (2023)
Md Arafat Habib, Md Junayed Hasan, Jong-Myon Kim
A Lightweight Deep Learning-Based Approach for Concrete Crack Characterization Using Acoustic Emission Signals. IEEE Access 9 (2021)
Md Arafat Habib, Akhand Rai, Jong-Myon Kim
Performance Degradation Assessment of Concrete Beams Based on Acoustic Emission Burst Features and Mahalanobis - Taguchi System. Sensors 20 (12) (2020)
Md Arafat Habib, Sangman Moh
Robust Evolutionary-Game-Based Routing for Wireless Multimedia Sensor Networks. Sensors 19 (16) (2019)