Majid Bavand

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 34

Top Topics

Minimum Probability Of Error

Reinforcement Learning

Top Venues

IEEE Trans. Cogn. Commun. Netw.

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)
Roozbeh Mohammadian, Zahra Pourgharehkhan, Shahram ShahbazPanahi, Majid Bavand, Gary Boudreau
Asynchronous Bidirectional Communication in Cell-Free Networks. IEEE Trans. Wirel. Commun. 23 (1) (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)
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)
Pedro Enrique Iturria Rivera, Medhat Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci
Hierarchical Deep Q-Learning Based Handover in Wireless Networks with Dual Connectivity. CoRR (2023)
Rosa Saif, Zahra Pourgharehkhan, Shahram ShahbazPanahi, Majid Bavand, Gary Boudreau
Underlay Spectrum Sharing in Massive MIMO Systems. IEEE Trans. Cogn. Commun. Netw. 9 (3) (2023)
Han Zhang, Hao Zhou, Medhat 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. CoRR (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. CoRR (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)
Ycaro Dantas, Pedro Enrique Iturria Rivera, Hao Zhou, Majid Bavand, Medhat Elsayed, Raimundas Gaigalas, Melike Erol-Kantarci
Beam Selection for Energy-Efficient mmWave Network Using Advantage Actor Critic Learning. 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)
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)
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)
Hao Zhou, Medhat Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci
Cooperative Hierarchical Deep Reinforcement Learning based Joint Sleep, Power, and RIS Control for Energy-Efficient HetNet. 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)
Zahra Pourgharehkhan, Shahram ShahbazPanahi, Majid Bavand, Gary Boudreau
Channel Estimation for Spectrum Sharing in Massive MIMO Communications. IEEE Trans. Cogn. Commun. Netw. 9 (4) (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)
Pedro Enrique Iturria Rivera, Medhat Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci
Hierarchical Deep Q-Learning Based Handover in Wireless Networks with Dual Connectivity. GLOBECOM (2022)
Nikolaos Kolomvakis, Majid Bavand, Israfil Bahceci, Ulf Gustavsson
A Distortion Nullforming Precoder in Massive MIMO Systems With Nonlinear Hardware. IEEE Wirel. Commun. Lett. 11 (9) (2022)
Sharareh Kiani, Min Dong, Shahram ShahbazPanahi, Gary Boudreau, Majid Bavand
Learning-Based User Clustering in NOMA-Aided MIMO Networks With Spatially Correlated Channels. IEEE Trans. Commun. 70 (7) (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)
Sharareh Kiani, Shahram ShahbazPanahi, Min Dong, Gary Boudreau, Majid Bavand
Joint Power Allocation and Distributed Equalization Design for OFDM-Based Filter-and-Forward Two-Way Multi-Relay Networks. IEEE Trans. Signal Process. 69 (2021)
Majid Bavand, Steven D. Blostein
Widely Linear Multiuser Precoding for One-dimensional Signalling. ACSSC (2018)
Majid Bavand, Steven D. Blostein
User Selection and Multiuser Widely Linear Precoding for One-Dimensional Signalling. IEEE Trans. Veh. Technol. 67 (12) (2018)
Majid Bavand, Steven D. Blostein
Modulation-Specific Multiuser Transmit Precoding and User Selection for One-Dimensional Signaling. IEEE Trans. Veh. Technol. 66 (12) (2017)
Majid Bavand, Steven D. Blostein
User Selection and Widely Linear Multiuser Precoding for One-dimensional Signalling. CoRR (2017)
Majid Bavand, Steven D. Blostein
Maximum Signal Minus Interference to Noise Ratio Multiuser Receive Beamforming. CoRR (2017)
Majid Bavand, Steven D. Blostein
User Selection and Minimum Probability of Error Multiuser Transmit Beamforming. CoRR (2016)
Majid Bavand, Steven D. Blostein
Widely Linear Multiuser Simultaneous Information and Power Transfer with One-Dimensional Signaling. GLOBECOM Workshops (2016)
Majid Bavand, Steven D. Blostein
Minimum probability of error multiuser transmit beamforming. ACSSC (2015)
Majid Bavand, Paeiz Azmi
Successive detection based minimum probability of error beamforming. ICT (2011)