552 citations · 1.3k across the 50 of their papers we have counts for
8 papers · 1 filter
Mobility-Aware Performance in Hybrid RF and Terahertz Wireless Networks
Md Tanvir Hossan, Hina Tabassum
Using tools from stochastic geometry, this paper develops a tractable framework to analyze the performance of a mobile user in a two-tier wireless network operating on sub-6GHz and…
Evolution Toward 6G Wireless Networks: A Resource Management Perspective
Mehdi Rasti, Shiva Kazemi Taskou, Hina Tabassum +1
In this article, we first present the vision, key performance indicators, key enabling techniques (KETs), and services of 6G wireless networks. Then, we highlight a series of gener…
Stochastic Geometry Analysis of IRS-Assisted Downlink Cellular Networks
Taniya Shafique, Hina Tabassum, Ekram Hossain
Using stochastic geometry tools, we develop a comprehensive framework to analyze the downlink coverage probability, ergodic capacity, and energy efficiency (EE) of various types of…
Federated Double Deep Q-learning for Joint Delay and Energy Minimization in IoT networks
Sheyda Zarandi, Hina Tabassum
In this paper, we propose a federated deep reinforcement learning framework to solve a multi-objective optimization problem, where we consider minimizing the expected long-term tas…
Deep Unsupervised Learning for Generalized Assignment Problems: A Case-Study of User-Association in Wireless Networks
Arjun Kaushik, Mehrazin Alizadeh, Omer Waqar +1
There exists many resource allocation problems in the field of wireless communications which can be formulated as the generalized assignment problems (GAP). GAP is a generic form o…
Energy Efficiency Maximization in the Uplink Delta-OMA Networks
Ramin Hashemi, Hamzeh Beyranvand, Mohammad Robat Mili +3
Delta-orthogonal multiple access (D-OMA) has been recently investigated as a potential technique to enhance the spectral efficiency in the sixth-generation (6G) networks. D-OMA ena…