no code implementations • 21 Dec 2024 • Amirhossein Mesbah, Reshad Hosseini, Seyed Pooya Shariatpanahi, Majid Nili Ahmadabadi
Reinforcement learning (RL) plays a major role in solving complex sequential decision-making tasks.
no code implementations • 16 Jan 2024 • Salar Nouri, Mojdeh Karbalaee Motalleb, Vahid Shah-Mansouri, Seyed Pooya Shariatpanahi
This paper introduces an innovative approach to the resource allocation problem, aiming to coordinate multiple independent x-applications (xAPPs) for network slicing and resource allocation in the Open Radio Access Network (O-RAN).
no code implementations • 14 Jan 2021 • Mahdi Jafari Siavoshani, Seyed Pooya Shariatpanahi
Compute-and-forward is a promising strategy to tackle interference and obtain high rates between the transmitting users in a wireless network.
Information Theory Networking and Internet Architecture Information Theory
no code implementations • 13 Dec 2020 • Milad Ghorbani, Reshad Hosseini, Seyed Pooya Shariatpanahi, Majid Nili Ahmadabadi
We propose a free-energy minimization framework for selecting the subspaces and integrate the policy of the state-space into the subspaces.
no code implementations • 9 Oct 2020 • Hamidreza Bakhshzad Mahmoodi, Jarkko Kaleva, Seyed Pooya Shariatpanahi, Antti Tolli
We identify scenarios and conditions where D2D transmission can reduce the delivery time.
no code implementations • 10 Jan 2020 • Ali Parchekani, Salar Nouri, Vahid Shah-Mansouri, Seyed Pooya Shariatpanahi
In this paper, we introduce a novel end-to-end traffic classification method to distinguish between traffic classes including VPN traffic in three layers of the Open Systems Interconnection (OSI) model.