Ekram Hossain

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 85

Top Topics

Resource Management

Reinforcement Learning

Wireless Communication

Top Venues

IEEE Trans. Wirel. Commun.

IEEE Trans. Commun.

IEEE Commun. Surv. Tutorials

Publications

Dilki Wijekoon, Amine Mezghani, George C. Alexandropoulos, Ekram Hossain
Electromagnetically-Consistent Modeling and Optimization of Mutual Coupling in RIS-Assisted Multi-User MIMO Communication Systems. ICC Workshops (2024)
Siguo Bi, Xin Yuan, Shuyan Hu, Kai Li, Wei Ni, Ekram Hossain, Xin Wang
Failure Analysis in Next-Generation Critical Cellular Communication Infrastructures. CoRR (2024)
Mansoor Ali, Faisal Naeem, Georges Kaddoum, Ekram Hossain
Metaverse Communications, Networking, Security, and Applications: Research Issues, State-of-the-Art, and Future Directions. IEEE Commun. Surv. Tutorials 26 (2) (2024)
Nuwan Balasuriya, Amine Mezghani, Ekram Hossain
Physically-consistent Multi-band Massive MIMO Systems: A Radio Resource Management Model. CoRR (2024)
Yasoub Eghbali, Sajad Faramarzi, Shiva Kazemi Taskou, Mohammad Robat Mili, Mehdi Rasti, Ekram Hossain
Beamforming for STAR-RIS-Aided Integrated Sensing and Communication Using Meta DRL. IEEE Wirel. Commun. Lett. 13 (4) (2024)
Shaohan Feng, Xiao Lu, Sumei Sun, Dusit Niyato, Ekram Hossain
Securing Large-Scale D2D Networks Using Covert Communication and Friendly Jamming. IEEE Trans. Wirel. Commun. 23 (1) (2024)
Zhilin Lu, Rongpeng Li, Kun Lu, Xianfu Chen, Ekram Hossain, Zhifeng Zhao, Honggang Zhang
Semantics-Empowered Communications: A Tutorial-Cum-Survey. IEEE Commun. Surv. Tutorials 26 (1) (2024)
Shiva Kazemi Taskou, Mehdi Rasti, Ekram Hossain
End-to-End Resource Slicing for Coexistence of eMBB and URLLC Services in 5G-Advanced/6G Networks. IEEE Trans. Mob. Comput. 23 (7) (2024)
Ummy Habiba, Setareh Maghsudi, Ekram Hossain
A Repeated Auction Model for Load-Aware Dynamic Resource Allocation in Multi-Access Edge Computing. CoRR (2024)
Ummy Habiba, Setareh Maghsudi, Ekram Hossain
A Repeated Auction Model for Load-Aware Dynamic Resource Allocation in Multi-Access Edge Computing. IEEE Trans. Mob. Comput. 23 (7) (2024)
Firas Fredj, Amal Feriani, Amine Mezghani, Ekram Hossain
Channel Estimation in RIS-Enabled mmWave Wireless Systems: A Variational Inference Approach. IEEE Trans. Wirel. Commun. 23 (8) (2024)
Dilki Wijekoon, Amine Mezghani, George C. Alexandropoulos, Ekram Hossain
Electromagnetically-Consistent Modeling and Optimization of Mutual Coupling in RIS-Assisted Multi-User MIMO Communication Systems. CoRR (2024)
Thakshila Perera, Amine Mezghani, Ekram Hossain
On the Characterization of Pareto Boundary for Joint Communication and Sensing in MIMO Wireless Systems. ICC Workshops (2024)
Harrison Kurunathan, Hailong Huang, Kai Li, Wei Ni, Ekram Hossain
Machine Learning-Aided Operations and Communications of Unmanned Aerial Vehicles: A Contemporary Survey. IEEE Commun. Surv. Tutorials 26 (1) (2024)
Ibrahim Aboumahmoud, Ekram Hossain, Amine Mezghani
Resource Management in RIS-Assisted Rate Splitting Multiple Access for Next Generation (xG) Wireless Communications: Models, State-of-the-Art, and Future Directions. CoRR (2024)
Dilki Wijekoon, Amine Mezghani, George C. Alexandropoulos, Ekram Hossain
Physically-Consistent Modeling and Optimization of Non-local RIS-Assisted Multi-User MIMO Communication Systems. CoRR (2024)
Shaohan Feng, Xiao Lu, Dusit Niyato, Ekram Hossain, Sumei Sun
Achieving Covert Communication in Large-Scale SWIPT-Enabled D2D Networks. IEEE Trans. Wirel. Commun. 23 (5) (2024)
Dilki Wijekoon, Amine Mezghani, Ekram Hossain
Phase Shifter Optimization in RIS-Aided MIMO Systems Under Multiple Reflections. IEEE Trans. Wirel. Commun. 23 (8) (2024)
Sylvester B. Aboagye, Mohammad Amin Saeidi, Hina Tabassum, Yamin Tayyar, Ekram Hossain, Hong-Chuan Yang, Mohamed-Slim Alouini
Multi-Band Wireless Communication Networks: Fundamentals, Challenges, and Resource Allocation. IEEE Trans. Commun. 72 (7) (2024)
Saria Al Laham, Di Wu, Ekram Hossain, Xue Liu, Gregory Dudek
Probabilistic Mobility Load Balancing for Multi-band 5G and Beyond Networks. CoRR (2024)
Yasoub Eghbali, Shiva Kazemi Taskou, Mohammad Robat Mili, Mehdi Rasti, Ekram Hossain
Providing URLLC Service in Multi-STAR-RIS Assisted and Full-Duplex Cellular Wireless Systems: A Meta-Learning Approach. IEEE Commun. Lett. 28 (3) (2024)
Konpal Shaukat Ali, Arafat Al-Dweik, Ekram Hossain, Marwa Chafii
Physical Layer Security of Partial-NOMA and NOMA in Poisson Networks. IEEE Trans. Wirel. Commun. 23 (6) (2024)
Saria Al Laham, Di Wu, Ekram Hossain, Xue Liu, Gregory Dudek
Probabilistic Mobility Load Balancing for Multi-Band 5G and Beyond Networks. ICC Workshops (2024)
Armin Farhadi, Mohsen Moomivand, Shiva Kazemi Taskou, Mohammad Robat Mili, Mehdi Rasti, Ekram Hossain
A Meta-DDPG Algorithm for Energy and Spectral Efficiency Optimization in STAR-RIS-Aided SWIPT. IEEE Wirel. Commun. Lett. 13 (5) (2024)
Shuyan Hu, Xin Yuan, Wei Ni, Xin Wang, Ekram Hossain, H. Vincent Poor
OFDMA-F²L: Federated Learning With Flexible Aggregation Over an OFDMA Air Interface. IEEE Trans. Wirel. Commun. 23 (7) (2024)
Atefeh Termehchi, Ekram Hossain, Isaac Woungang
Science-Informed Deep Learning (ScIDL) With Applications to Wireless Communications. CoRR (2024)
Mohamed Akrout, Amine Mezghani, Ekram Hossain, Faouzi Bellili, Robert W. Heath Jr.
From Multilayer Perceptron to GPT: A Reflection on Deep Learning Research for Wireless Physical Layer. IEEE Commun. Mag. 62 (7) (2024)
José Carlos Marinello Filho, Taufik Abrão, Ekram Hossain, Amine Mezghani
Reconfigurable Intelligent Surfaces-Enabled Intra-Cell Pilot Reuse in Massive MIMO Systems. IEEE Trans. Wirel. Commun. 23 (8) (2024)
Weicai Li, Tiejun Lv, Wei Ni, Jingbo Zhao, Ekram Hossain, H. Vincent Poor
Decentralized Federated Learning Over Imperfect Communication Channels. CoRR (2024)
Jikun Kang, Di Wu, Ju Wang, Ekram Hossain, Xue Liu, Gregory Dudek
Multi-agent Attention Actor-Critic Algorithm for Load Balancing in Cellular Networks. CoRR (2023)
Yulong Wang, Tong Sun, Shenghong Li, Xin Yuan, Wei Ni, Ekram Hossain, H. Vincent Poor
Adversarial Attacks and Defenses in Machine Learning-Empowered Communication Systems and Networks: A Contemporary Survey. IEEE Commun. Surv. Tutorials 25 (4) (2023)
Yichen Wan, Youyang Qu, Wei Ni, Yong Xiang, Longxiang Gao, Ekram Hossain
Data and Model Poisoning Backdoor Attacks on Wireless Federated Learning, and the Defense Mechanisms: A Comprehensive Survey. CoRR (2023)
Cédric Ware, Marceau Coupechoux, Ekram Hossain, Carmen Mas Machuca, Vinod Sharma, Anna Tzanakaki
Introduction to the special issue: 5+G network energy consumption, energy efficiency and environmental impact. Ann. des Télécommunications 78 (5-6) (2023)
Jikun Kang, Di Wu, Ju Wang, Ekram Hossain, Xue Liu, Gregory Dedek
Multi-Agent Attention Actor-Critic Algorithm for Load Balancing in Cellular Networks. ICC (2023)
Yongkang Chen, Xiaolin Zhou, Wei Ni, Ekram Hossain, Xin Wang
Optimal Power Allocation for Multiuser Photon-Counting Underwater Optical Wireless Communications Under Poisson Shot Noise. IEEE Trans. Commun. 71 (4) (2023)
Shaohan Feng, Xiao Lu, Sumei Sun, Dusit Niyato, Ekram Hossain
Doubly Securing Large-Scale D2D Networks. ICC (2023)
Di Wu, Yi Tian Xu, Michael Jenkin, Seowoo Jang, Ekram Hossain, Xue Liu, Gregory Dudek
Energy Saving in Cellular Wireless Networks via Transfer Deep Reinforcement Learning. GLOBECOM (2023)
Firas Fredj, Amal Feriani, Amine Mezghani, Ekram Hossain
Channel Estimation in RIS-Enabled mmWave Wireless Systems: A Variational Inference Approach. CoRR (2023)
Yuxuan Chen, Rongpeng Li, Zhifeng Zhao, Chenghui Peng, Jianjun Wu, Ekram Hossain, Honggang Zhang
NetGPT: A Native-AI Network Architecture Beyond Provisioning Personalized Generative Services. CoRR (2023)
Di Wu, Yi Tian Xu, Jimmy Li, Michael Jenkin, Ekram Hossain, Seowoo Jang, Xin Yang, Charlie Zhang, Xue Liu, Gregory Dudek
Learning to Adapt: Communication Load Balancing via Adaptive Deep Reinforcement Learning. GLOBECOM (2023)
Jose Carlos Marinello Filho, Taufik Abrao, Ekram Hossain, Amine Mezghani
Reconfigurable Intelligent Surfaces-Enabled Intra-Cell Pilot Reuse in Massive MIMO Systems. CoRR (2023)
Nithish Sharvirala, Amine Mezghani, Ekram Hossain
Optimal Placement of Transmissive RIS in the Near Field for Capacity Maximization in THz Communications. CoRR (2023)
Xiaolin Zhou, Anqi Shen, Shuyan Hu, Wei Ni, Xin Wang, Ekram Hossain, Lajos Hanzo
Towards Quantum-Native Communication Systems: New Developments, Trends, and Challenges. CoRR (2023)
Zhaoxi Fang, Zongda Wu, Wei Ni, Xin Wang, Ekram Hossain
Beamforming Design for Novel Relay-Assisted Multi-User Multi-Tag Symbiotic Radios. IEEE Wirel. Commun. Lett. 12 (12) (2023)
Hosein Zarini, Narges Gholipoor, Mohammad Robat Mili, Mehdi Rasti, Hina Tabassum, Ekram Hossain
Resource Management for Multiplexing eMBB and URLLC Services Over RIS-Aided THz Communication. IEEE Trans. Commun. 71 (2) (2023)
Hosein Zarini, Mohammad Reza Maleki, Narges Gholipoor, Mohammad Robat Mili, Mehdi Rasti, Ali Movaghar, Derrick Wing Kwan Ng, Ekram Hossain
Multiplexing eMBB and mMTC Services over Aerial Visible Light Communications. ICC (2023)
Mohamed Akrout, Amal Feriani, Faouzi Bellili, Amine Mezghani, Ekram Hossain
Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues. IEEE Commun. Surv. Tutorials 25 (4) (2023)
Vandana Mittal, Setareh Maghsudi, Ekram Hossain
Distributed Cooperation Under Uncertainty in Drone-Based Wireless Networks: A Bayesian Coalitional Game. IEEE Trans. Mob. Comput. 22 (1) (2023)
Mohamed Akrout, Amal Feriani, Faouzi Bellili, Amine Mezghani, Ekram Hossain
Continual Learning-Based MIMO Channel Estimation: A Benchmarking Study. ICC (2023)
Mohamed Akrout, Amal Feriani, Faouzi Bellili, Amine Mezghani, Ekram Hossain
Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues. CoRR (2023)
Shaohan Feng, Xiao Lu, Dusit Niyato, Ekram Hossain, Sumei Sun
Achieving Covert Communication in Large-Scale SWIPT-Enabled D2D Networks. CoRR (2023)
Mohamed Akrout, Amine Mezghani, Ekram Hossain, Faouzi Bellili, Robert W. Heath Jr.
From Multilayer Perceptron to GPT: A Reflection on Deep Learning Research for Wireless Physical Layer. CoRR (2023)
Konpal Shaukat Ali, Arafat Al-Dweik, Ekram Hossain, Marwa Chafii
Meta Distribution of Partial-NOMA. CoRR (2023)
Chen Dai, Kun Zhu, Ekram Hossain
Multi-Agent Deep Reinforcement Learning for Joint Decoupled User Association and Trajectory Design in Full-Duplex Multi-UAV Networks. IEEE Trans. Mob. Comput. 22 (10) (2023)
Dun Yuan, Ekram Hossain, Di Wu, Xue Liu, Gregory Dudek
Realizing XR Applications Using 5G-Based 3D Holographic Communication and Mobile Edge Computing. CoRR (2023)
Firas Fredj, Amal Feriani, Amine Mezghani, Ekram Hossain
Variational Inference-Based Channel Estimation for Reconfigurable Intelligent Surface-Aided Wireless Systems. ICC (2023)
Haseeb Ur Rehman, Faouzi Bellili, Amine Mezghani, Ekram Hossain
Modulating Intelligent Surfaces for Multiuser MIMO Systems: Beamforming and Modulation Design. IEEE Trans. Commun. 70 (5) (2022)
Dan Wang, Zhu Han, Ekram Hossain, Yifei Zhu, Choong Seon Hong, Zhijin Qin
Guest Editorial: Federated Optimizations and Networked Edge Intelligence. IEEE Netw. 36 (5) (2022)
Bamelak Tadele, Volodymyr Shyianov, Faouzi Bellili, Amine Mezghani, Ekram Hossain
Age of Information-Limited Capacity of Uncoordinated Massive Access Using Massive MIMO. WCNC (2022)
Mehdi Rasti, Shiva Kazemi Taskou, Hina Tabassum, Ekram Hossain
Evolution Toward 6G Multi-Band Wireless Networks: A Resource Management Perspective. IEEE Wirel. Commun. 29 (4) (2022)
Linfeng Liu, Zhiyuan Xi, Kun Zhu, Ran Wang, Ekram Hossain
Mobile Charging Station Placements in Internet of Electric Vehicles: A Federated Learning Approach. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Yasser F. Al-Eryani, Ekram Hossain
Self-Organizing mmWave MIMO Cell-Free Networks With Hybrid Beamforming: A Hierarchical DRL-Based Design. IEEE Trans. Commun. 70 (5) (2022)
Wei Cai, Zehui Xiong, Jiawen Kang, Carla-Fabiana Chiasserini, Ekram Hossain, Mohsen Guizani
Guest Editorial Introduction to the Special Section on Collaborative Machine Learning for Next-Generation Intelligent Applications. IEEE Trans. Netw. Sci. Eng. 9 (5) (2022)
Ekram Hossain
The IEEE International Conference on Communications 2022 (ICC'22). IEEE Commun. Mag. 60 (8) (2022)
Latif U. Khan, Zhu Han, Walid Saad, Ekram Hossain, Mohsen Guizani, Choong Seon Hong
Digital Twin of Wireless Systems: Overview, Taxonomy, Challenges, and Opportunities. IEEE Commun. Surv. Tutorials 24 (4) (2022)
Chen Dai, Kun Zhu, Ekram Hossain
Multi-Agent Deep Reinforcement Learning for Full-Duplex Multi-UAV Networks. WCNC (2022)
Latif U. Khan, Zhu Han, Dusit Niyato, Ekram Hossain, Choong Seon Hong
Metaverse for Wireless Systems: Vision, Enablers, Architecture, and Future Directions. CoRR (2022)
Harrison Kurunathan, Hailong Huang, Kai Li, Wei Ni, Ekram Hossain
Machine Learning-Aided Operations and Communications of Unmanned Aerial Vehicles: A Contemporary Survey. CoRR (2022)
Firas Fredj, Yasser F. Al-Eryani, Setareh Maghsudi, Mohamed Akrout, Ekram Hossain
Distributed Beamforming Techniques for Cell-Free Wireless Networks Using Deep Reinforcement Learning. IEEE Trans. Cogn. Commun. Netw. 8 (2) (2022)
Chen Dai, Kun Zhu, Zhenzhen Li, Ekram Hossain
Joint Decoupled Multiple-Association and Resource Allocation in Full-Duplex Heterogeneous Cellular Networks: A Four-Sided Matching Game. IEEE Trans. Wirel. Commun. 21 (8) (2022)
Hosein Zarini, Narges Gholipoor, Mohammad Robat Mili, Mehdi Rasti, Hina Tabassum, Ekram Hossain
Liquid State Machine-Empowered Reflection Tracking in RIS-Aided THz Communications. GLOBECOM (2022)
Yuanwei Liu, Shuowen Zhang, Zhiguo Ding, Robert Schober, Naofal Al-Dhahir, Ekram Hossain, Xuemin Shen
Special Issue on Next Generation Multiple Access - Part I. IEEE J. Sel. Areas Commun. 40 (4) (2022)
Amine Mezghani, Faouzi Bellili, Ekram Hossain
Nonlocal Reconfigurable Intelligent Surfaces for Wireless Communication: Modeling and Physical Layer Aspects. CoRR (2022)
Hosein Zarini, Narges Gholipoor, Mohammad Robat Mili, Mehdi Rasti, Hina Tabassum, Ekram Hossain
Liquid State Machine-Empowered Reflection Tracking in RIS-Aided THz Communications. CoRR (2022)
Yuanwei Liu, Shuowen Zhang, Xidong Mu, Zhiguo Ding, Robert Schober, Naofal Al-Dhahir, Ekram Hossain, Xuemin Shen
Evolution of NOMA Toward Next Generation Multiple Access (NGMA) for 6G. IEEE J. Sel. Areas Commun. 40 (4) (2022)
Arup Barua, Md. Abdullah Al Alamin, Md. Shohrab Hossain, Ekram Hossain
Security and Privacy Threats for Bluetooth Low Energy in IoT and Wearable Devices: A Comprehensive Survey. IEEE Open J. Commun. Soc. 3 (2022)
Amine Mezghani, Faouzi Bellili, Ekram Hossain
Reconfigurable Intelligent Surfaces for Quasi-Passive mmWave and THz Networks: Should They be Reflective or Redirective? IEEECONF (2022)
Shaohan Feng, Xiao Lu, Sumei Sun, Dusit Niyato, Ekram Hossain
Securing Large-Scale D2D Networks Using Covert Communication and Friendly Jamming. CoRR (2022)
Yuanwei Liu, Shuowen Zhang, Zhiguo Ding, Robert Schober, Naofal Al-Dhahir, Ekram Hossain, Xuemin Shen
Guest Editorial Special Issue on Next Generation Multiple Access - Part II. IEEE J. Sel. Areas Commun. 40 (5) (2022)
Bamelak Tadele, Volodymyr Shyianov, Faouzi Bellili, Amine Mezghani, Ekram Hossain
Age-Limited Capacity of Massive MIMO. IEEE Trans. Commun. 70 (11) (2022)
Konpal Shaukat Ali, Arafat Al-Dweik, Ekram Hossain, Marwa Chafii
Meta Distribution of Partial-NOMA. IEEE Wirel. Commun. Lett. 11 (12) (2022)
Angelo Vera Rivera, Ekram Hossain, Ahmed Refaey Hussein
Exploring the Intersection of Consortium Blockchain Technologies and Multi-Access Edge Computing: Chronicles of a Proof of Concept Demo. IEEE Open J. Commun. Soc. 3 (2022)
Mohamed Akrout, Amal Feriani, Faouzi Bellili, Amine Mezghani, Ekram Hossain
Continual Learning-Based MIMO Channel Estimation: A Benchmarking Study. CoRR (2022)
Arash Bozorgchenani, Setareh Maghsudi, Daniele Tarchi, Ekram Hossain
Computation Offloading in Heterogeneous Vehicular Edge Networks: On-Line and Off-Policy Bandit Solutions. IEEE Trans. Mob. Comput. 21 (12) (2022)
Amal Feriani, Di Wu, Yi Tian Xu, Jimmy Li, Seowoo Jang, Ekram Hossain, Xue Liu, Gregory Dudek
Multiobjective Load Balancing for Multiband Downlink Cellular Networks: A Meta- Reinforcement Learning Approach. IEEE J. Sel. Areas Commun. 40 (9) (2022)