Articles with "ode lstm" as a keyword



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Continuous-Time mmWave Beam Prediction With ODE-LSTM Learning Architecture

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Published in 2023 at "IEEE Wireless Communications Letters"

DOI: 10.1109/lwc.2022.3221159

Abstract: In order to avoid frequent millimeter-wave (mmWave) beam training in high-speed scenarios, in this letter, we propose to exploit the neural ordinary differential equation (ODE) to predict the arbitrary-instant optimal beam between the current and… read more here.

Keywords: continuous time; mmwave beam; beam; lstm ... See more keywords