Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Ekram Hossain

DeepFakes: Detecting Forged and Synthetic Media Content Using Machine Learning


Sep 07, 2021
Sm Zobaed, Md Fazle Rabby, Md Istiaq Hossain, Ekram Hossain, Sazib Hasan, Asif Karim, Khan Md. Hasib

* A preprint version 

  Access Paper or Ask Questions

Green Internet of Vehicles (IoV) in the 6G Era: Toward Sustainable Vehicular Communications and Networking


Aug 26, 2021
Junhua Wang, Kun Zhu, Ekram Hossain


  Access Paper or Ask Questions

Evolution Toward 6G Wireless Networks: A Resource Management Perspective


Aug 14, 2021
Mehdi Rasti, Shiva Kazemi Taskou, Hina Tabassum, Ekram Hossain


  Access Paper or Ask Questions

Evolution of NOMA Toward Next Generation Multiple Access (NGMA)


Aug 10, 2021
Yuanwei Liu, Shuowen Zhang, Xidong Mu, Zhiguo Ding, Robert Schober, Naofal Al-Dhahir, Ekram Hossain, Xuemin Shen

* 66 pages, 8 figures, a survey paper submitted to the IEEE JSAC special issue on Next Generation Multiple Access 

  Access Paper or Ask Questions

Decentralized Multi-Agent Reinforcement Learning for Task Offloading Under Uncertainty


Jul 26, 2021
Yuanchao Xu, Amal Feriani, Ekram Hossain


  Access Paper or Ask Questions

On the Robustness of Deep Reinforcement Learning in IRS-Aided Wireless Communications Systems


Jul 26, 2021
Amal Feriani, Amine Mezghani, Ekram Hossain


  Access Paper or Ask Questions

Resource Allocation and Service Provisioning in Multi-Agent Cloud Robotics: A Comprehensive Survey


Apr 29, 2021
Mahbuba Afrin, Jiong Jin, Akhlaqur Rahman, Ashfaqur Rahman, Jiafu Wan, Ekram Hossain


  Access Paper or Ask Questions

Self-Organizing mmWave MIMO Cell-Free Networks With Hybrid Beamforming: A Hierarchical DRL-Based Design


Mar 17, 2021
Yasser Al-Eryani, Ekram Hossain


  Access Paper or Ask Questions

Federated Learning in Unreliable and Resource-Constrained Cellular Wireless Networks


Dec 09, 2020
Mohammad Salehi, Ekram Hossain


  Access Paper or Ask Questions

Single and Multi-Agent Deep Reinforcement Learning for AI-Enabled Wireless Networks: A Tutorial


Nov 06, 2020
Amal Feriani, Ekram Hossain


  Access Paper or Ask Questions

Computation Offloading in Heterogeneous Vehicular Edge Networks: On-line and Off-policy Bandit Solutions


Aug 14, 2020
Arash Bozorgchenani, Setareh Maghsudi, Daniele Tarchi, Ekram Hossain

* 14 pages, 11 figures 

  Access Paper or Ask Questions

Distributed Uplink Beamforming in Cell-Free Networks Using Deep Reinforcement Learning


Jun 26, 2020
Firas Fredj, Yasser Al-Eryani, Setareh Maghsudi, Mohamed Akrout, Ekram Hossain


  Access Paper or Ask Questions

Multiple Access in Dynamic Cell-Free Networks: Outage Performance and Deep Reinforcement Learning-Based Design


Feb 24, 2020
Yasser Al-Eryani, Mohamed Akrout, Ekram Hossain

* This article has been submitted to IEEE for possible publication 

  Access Paper or Ask Questions

Data-Driven Machine Learning Techniques for Self-healing in Cellular Wireless Networks: Challenges and Solutions


Jun 14, 2019
Tao Zhang, Kun Zhu, Ekram Hossain


  Access Paper or Ask Questions

A Deep Q-Learning Method for Downlink Power Allocation in Multi-Cell Networks


Apr 30, 2019
Kazi Ishfaq Ahmed, Ekram Hossain


  Access Paper or Ask Questions

Machine Learning in IoT Security: Current Solutions and Future Challenges


Mar 14, 2019
Fatima Hussain, Rasheed Hussain, Syed Ali Hassan, Ekram Hossain


  Access Paper or Ask Questions

Distributed Cell Association for Energy Harvesting IoT Devices in Dense Small Cell Networks: A Mean-Field Multi-Armed Bandit Approach


Apr 30, 2016
Setareh Maghsudi, Ekram Hossain


  Access Paper or Ask Questions

Distributed User Association in Energy Harvesting Small Cell Networks: A Probabilistic Model


Jan 27, 2016
Setareh Maghsudi, Ekram Hossain

* 27 Pages, Single-Column 

  Access Paper or Ask Questions

Multi-armed Bandits with Application to 5G Small Cells


Oct 02, 2015
Setareh Maghsudi, Ekram Hossain

* 10 pages 

  Access Paper or Ask Questions