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cs.LG2022
Liquid State Machine-Empowered Reflection Tracking in RIS-Aided THz Communications
Hosein Zarini, Narges Gholipoor, Mohamad Robat Mili +3
Passive beamforming in reconfigurable intelligent surfaces (RISs) enables a feasible and efficient way of communication when the RIS reflection coefficients are precisely adjusted.…
eess.SP2022
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…