Search Results for author: Seyed Pooya Shariatpanahi

Found 5 papers, 0 papers with code

Intelligent Reflecting Surfaces for Compute-and-Forward

no code implementations14 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

Reinforcement Learning with Subspaces using Free Energy Paradigm

no code implementations13 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.

reinforcement-learning Reinforcement Learning (RL) +1

D2D Assisted Multi-antenna Coded Caching

no code implementations9 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.

Classification of Traffic Using Neural Networks by Rejecting: a Novel Approach in Classifying VPN Traffic

no code implementations10 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.

Classification General Classification +1

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