In this paper, we propose a novel analog beam codebook design algorithm for UE, called approximate correlation matrix (ACM). In the proposed algorithm, ...
In this paper, we propose a novel analog beam codebook design algorithm for UE, called approximate correlation matrix (ACM). In the proposed algorithm, ...
A novel, machine learning based algorithm for beam alignment in multipath environments using only phase-less received power measurements is introduced and ...
Phaseless Millimeter-Wave Beamforming Design for Multipath Channel. Conference Paper. Sep 2022. Jiankun Zhang · Hao Wang · Guanglong Du · Hongxiang Xie · View.
Jun 6, 2022 · Finally, during Stage 3, the UE can use the trained mmRAPID and LSTM to predict frames of angles, reducing the overall measurement requirements.
Using experimental data in multipath channels, our proposed algorithm demonstrates an 88% reduction in beam alignment overhead compared to an exhaustive ...
Sep 29, 2021 · In this work, we introduce a novel, machine learning based algorithm for beam alignment in multipath environments using only phase-less received ...
Simulation results for vehicular communication channels indicate that our deep learning-based approach achieves better beam alignment than standard CS ...
Abstract—In this paper, we consider the design of two- stage beamformers for the downlink of multi-user frequency- division-duplexing (FDD) massive ...
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Reil and G. Lioyd, “Millimeter-wave beamforming: Antenna array design choices & characterization,” Rhode and Shwartz White Paper,. Mar. 2016.