15 citations · 15 across the 10 of their papers we have counts for
5 papers · 1 filter
Meta Reinforcement Learning for Resource Allocation in Multi-Antenna UAV Network with Rate Splitting Multiple Access
Hosein Zarini, Maryam Farajzadeh Dehkordi, Armin Farhadi +5
Unmanned aerial vehicles (UAVs) with multiple antennas have recently been explored to improve capacity in wireless networks. However, the strict energy constraint of UAVs, given th…
On the Performance of Unmanned Aerial Vehicles with MIMO VLC
Hosein Zarini, Amir Mohammadisarab, Maryam Farajzadeh Dehkordi +5
This paper centers around a multiple-input-multiple-output (MIMO) visible light communication (VLC) system, where an unmanned aerial vehicle (UAV) benefits from a light emitting di…
Xavier-Enabled Extreme Reservoir Machine for Millimeter-Wave Beamspace Channel Tracking
Hosein Zarini, Mohammad Robat Mili, Mehdi Rasti +2
In this paper, we propose an accurate two-phase millimeter-Wave (mmWave) beamspace channel tracking mechanism. Particularly in the first phase, we train an extreme reservoir machin…
Swish-Driven GoogleNet for Intelligent Analog Beam Selection in Terahertz Beamspace MIMO
Hosein Zarini, Mohammad Robat Mili, Mehdi Rasti +2
In this paper, we propose an intelligent analog beam selection strategy in a terahertz (THz) band beamspace multiple-input multiple-output (MIMO) system. First inspired by transfer…
Joint Transmission in QoE-Driven Backhaul-Aware MC-NOMA Cognitive Radio Network
Hosein Zarini, Ata Khalili, Hina Tabassum +1
In this paper, we develop a resource allocation framework to optimize the downlink transmission of a backhaul-aware multi-cell cognitive radio network (CRN) which is enabled with m…