335 citations · 1.1k across the 63 of their papers we have counts for
6 papers · 1 filter
Distributed Cooperation Under Uncertainty in Drone-Based Wireless Networks: A Bayesian Coalitional Game
Vandana Mittal, Setareh Maghsudi, Ekram Hossain
We study the resource sharing problem in a drone-based wireless network. We consider a distributed control setting under uncertainty (i.e. unavailability of full information). In p…
Computational Models of Human Decision-Making with Application to the Internet of Everything
Setareh Maghsudi, Max Davy
The concept of the Internet of Things (IoT) first appeared a few decades ago. Today, by the ubiquitous wireless connectivity, the boost of machine learning and artificial intellige…
Computation Offloading in Heterogeneous Vehicular Edge Networks: On-line and Off-policy Bandit Solutions
Arash Bozorgchenani, Setareh Maghsudi, Daniele Tarchi +1
With the rapid advancement of Intelligent Transportation Systems (ITS) and vehicular communications, Vehicular Edge Computing (VEC) is emerging as a promising technology to support…
Distributed Uplink Beamforming in Cell-Free Networks Using Deep Reinforcement Learning
Firas Fredj, Yasser Al-Eryani, Setareh Maghsudi +2
The emergence of new wireless technologies together with the requirement of massive connectivity results in several technical issues such as excessive interference, high computatio…
A Non-Stationary Bandit-Learning Approach to Energy-Efficient Femto-Caching with Rateless-Coded Transmission
Setareh Maghsudi, Mihaela van der Schaar
The ever-increasing demand for media streaming together with limited backhaul capacity renders developing efficient file-delivery methods imperative. One such method is femto-cachi…
EdgeDASH: Exploiting Network-Assisted Adaptive Video Streaming for Edge Caching
Suzan Bayhan, Setareh Maghsudi, Anatolij Zubow
While edge video caching has great potential to decrease the core network traffic as well as the users' experienced latency, it is often challenging to exploit the caches in curren…