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Journal Articles
- 2024
[j9]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): 689-705 (2024)- [j8]Roozbeh Mohammadian, Zahra Pourgharehkhan, Shahram ShahbazPanahi, Majid Bavand, Gary Boudreau:
Asynchronous Bidirectional Communication in Cell-Free Networks. IEEE Trans. Wirel. Commun. 23(1): 360-378 (2024) - 2023
- [j7]Rosa Saif, Zahra Pourgharehkhan, Shahram ShahbazPanahi, Majid Bavand, Gary Boudreau:
Underlay Spectrum Sharing in Massive MIMO Systems. IEEE Trans. Cogn. Commun. Netw. 9(3): 647-663 (2023) - [j6]Zahra Pourgharehkhan, Shahram ShahbazPanahi, Majid Bavand, Gary Boudreau:
Channel Estimation for Spectrum Sharing in Massive MIMO Communications. IEEE Trans. Cogn. Commun. Netw. 9(4): 826-841 (2023) - 2022
- [j5]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): 4807-4821 (2022) - [j4]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): 1775-1779 (2022) - 2021
- [j3]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: 4652-4668 (2021) - 2018
- [j2]Majid Bavand, Steven D. Blostein:
User Selection and Multiuser Widely Linear Precoding for One-Dimensional Signalling. IEEE Trans. Veh. Technol. 67(12): 11642-11653 (2018) - 2017
- [j1]Majid Bavand, Steven D. Blostein:
Modulation-Specific Multiuser Transmit Precoding and User Selection for One-Dimensional Signaling. IEEE Trans. Veh. Technol. 66(12): 10946-10961 (2017)
Conference and Workshop Papers
- 2024
- [c15]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: 1-6 - [c14]Shavbo Salehi, Hao Zhou, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci:
Jamming Attacks and Mitigation in Transfer Learning Enabled 5G RAN Slicing. ICC 2024: 4269-4274 - [c13]Han Zhang, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci:
Federated Learning with Dual Attention for Robust Modulation Classification under Attacks. ICC 2024: 5238-5243 - 2023
- [c12]Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci:
Traffic Steering for 5G Multi-RAT Deployments using Deep Reinforcement Learning. CCNC 2023: 164-169 - [c11]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: 485-490 - [c10]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: 6364-6370 - [c9]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: 6652-6657 - [c8]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: 100-105 - [c7]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: 5285-5290 - 2022
- [c6]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: 3326-3331 - [c5]Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci:
Hierarchical Deep Q-Learning Based Handover in Wireless Networks with Dual Connectivity. GLOBECOM 2022: 6553-6558 - 2018
- [c4]Majid Bavand, Steven D. Blostein:
Widely Linear Multiuser Precoding for One-dimensional Signalling. ACSSC 2018: 157-161 - 2016
- [c3]Majid Bavand, Steven D. Blostein:
Widely Linear Multiuser Simultaneous Information and Power Transfer with One-Dimensional Signaling. GLOBECOM Workshops 2016: 1-6 - 2015
- [c2]Majid Bavand, Steven D. Blostein:
Minimum probability of error multiuser transmit beamforming. ACSSC 2015: 1247-1251 - 2011
- [c1]Majid Bavand, Paeiz Azmi:
Successive detection based minimum probability of error beamforming. ICT 2011: 357-362
Informal and Other Publications
- 2024
- [i16]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 abs/2403.10808 (2024) - [i15]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 abs/2405.15872 (2024) - [i14]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 abs/2406.06059 (2024) - [i13]Shavbo Salehi, Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci:
Self-Play Ensemble Q-learning enabled Resource Allocation for Network Slicing. CoRR abs/2408.10376 (2024) - [i12]Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria-Rivera, Yigit Ozcan, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Melike Erol-Kantarci:
Machine Learning-enabled Traffic Steering in O-RAN: A Case Study on Hierarchical Learning Approach. CoRR abs/2409.20391 (2024) - 2023
- [i11]Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci:
Traffic Steering for 5G Multi-RAT Deployments using Deep Reinforcement Learning. CoRR abs/2301.05316 (2023) - [i10]Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci:
Hierarchical Deep Q-Learning Based Handover in Wireless Networks with Dual Connectivity. CoRR abs/2301.05391 (2023) - [i9]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. CoRR abs/2301.07818 (2023) - [i8]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. CoRR abs/2302.00156 (2023) - [i7]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. CoRR abs/2304.11282 (2023) - [i6]Hao Zhou, Medhat H. M. 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 abs/2304.13226 (2023) - [i5]Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci:
Intent-driven Intelligent Control and Orchestration in O-RAN Via Hierarchical Reinforcement Learning. CoRR abs/2307.02754 (2023) - [i4]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 abs/2311.15894 (2023) - 2017
- [i3]Majid Bavand, Steven D. Blostein:
Maximum Signal Minus Interference to Noise Ratio Multiuser Receive Beamforming. CoRR abs/1705.05500 (2017) - [i2]Majid Bavand, Steven D. Blostein:
User Selection and Widely Linear Multiuser Precoding for One-dimensional Signalling. CoRR abs/1705.09985 (2017) - 2016
- [i1]Majid Bavand, Steven D. Blostein:
User Selection and Minimum Probability of Error Multiuser Transmit Beamforming. CoRR abs/1603.04812 (2016)
Coauthor Index
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last updated on 2024-10-22 20:17 CEST by the dblp team
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