D Kim, MR Castellanos… - … Transactions on Vehicular …, 2023 - ieeexplore.ieee.org
… relay selection and beam management. We propose a joint relay selection and beam … (DRL) using the Markov property of beam indices and beam measurements. The proposed DRL-…
… beam tracking, we propose a new practical model for mmWave vehicularcommunications. … Focused on the new beam tracking model, we re-derive the equations for Jacobian matrices…
… appropriate beam pair for mmWave vehicularcommunication. … for mmWave vehicularbeam selection leveraging situational … set of vehicle information to predict the optimal beam pair …
… Such online learning-based beam alignment solutions, however, do not … vehicular communication setting where a BS serves vehicles in its coverage area. We propose an online beam …
Y Yang, Z Gao, Y Ma, B Cao… - … Transactions on Vehicular …, 2020 - ieeexplore.ieee.org
… an ML-based analog beamselection approach for V2V communications in mmWave VANETs. … Gruteser, “Sub-6 GHz assisted MAC for millimeter wave vehicularcommunications,” IEEE …
… re-alignment due to vehicle mobility and blockage. In this paper, we propose a solution for beamselection that emerges as a valid candidate for beyond 5G V2V communications. The …
… for beam management in vehicular scenarios should be … vehicularcommunications with the currently specified NR-V2X mechanisms are described. With these considerations, two beam …
… How to selectbeams for the target mmBS such that the throughput is … the vehicular communication stable, we propose a smart vehicularcommunication scheme to predict the beam …
… beam-alignment in mmWave communication, while in Section III we present our proposed deep learning assisted beam-… design to achieve near-perfect beamalignment. Section IV and …