Majid Bavand

A Distortion Nullforming Precoder in Massive MIMO Systems With Nonlinear Hardware

U. Gustavsson, I. Bahceci, Nikolaos Kolomvakis, 2022, IEEE Wireless Communications Letters.

Hierarchical Deep Q-Learning Based Handover in Wireless Networks with Dual Connectivity

Medhat H. M. Elsayed, Pedro Enrique Iturria Rivera, M. Erol-Kantarci, 2022, GLOBECOM 2022 - 2022 IEEE Global Communications Conference.

Hierarchical Reinforcement Learning for RIS-Assisted Energy-Efficient RAN

Medhat H. M. Elsayed, M. Erol-Kantarci, Hao Zhou, 2022, Global Communications Conference.

Intent-driven Intelligent Control and Orchestration in O-RAN Via Hierarchical Reinforcement Learning

Medhat H. M. Elsayed, Pedro Enrique Iturria Rivera, Md Arafat Habib, 2023, 2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems (MASS).

Cooperative Hierarchical Deep Reinforcement Learning based Joint Sleep, Power, and RIS Control for Energy-Efficient HetNet

Medhat H. M. Elsayed, M. Erol-Kantarci, Hao Zhou, 2023, ArXiv.

Joint Power Allocation and Distributed Equalization Design for OFDM-Based Filter-and-Forward Two-Way Multi-Relay Networks

Gary Boudreau, Majid Bavand, Sharareh Kiani, 2021, IEEE Transactions on Signal Processing.

Hierarchical Reinforcement Learning Based Traffic Steering in Multi-RAT 5G Deployments

Medhat H. M. Elsayed, Pedro Enrique Iturria Rivera, Md Arafat Habib, 2023, ICC 2023 - IEEE International Conference on Communications.

On-Device Intelligence for 5G RAN: Knowledge Transfer and Federated Learning enabled UE-Centric Traffic Steering

Medhat H. M. Elsayed, M. Erol-Kantarci, Hao Zhou, 2023, ArXiv.

Traffic Steering for 5G Multi-RAT Deployments using Deep Reinforcement Learning

Medhat H. M. Elsayed, Pedro Enrique Iturria Rivera, Md Arafat Habib, 2023, 2023 IEEE 20th Consumer Communications & Networking Conference (CCNC).

Beam Selection for Energy-Efficient mmWave Network Using Advantage Actor Critic Learning

Medhat H. M. Elsayed, Pedro Enrique Iturria Rivera, M. Erol-Kantarci, 2023, ICC 2023 - IEEE International Conference on Communications.

Transformer-Based Wireless Traffic Prediction and Network Optimization in O-RAN

Medhat H. M. Elsayed, Md Arafat Habib, Raimundas Gaigalas, 2024, 2024 IEEE International Conference on Communications Workshops (ICC Workshops).

LLM-Based Intent Processing and Network Optimization Using Attention-Based Hierarchical Reinforcement Learning

Medhat H. M. Elsayed, Md Arafat Habib, Yigit Ozcan, 2024, 2406.06059.