Search Results for author: Abanoub M. Girgis

Found 1 papers, 0 papers with code

Split Learning Meets Koopman Theory for Wireless Remote Monitoring and Prediction

no code implementations16 Apr 2021 Abanoub M. Girgis, Hyowoon Seo, Jihong Park, Mehdi Bennis, Jinho Choi

Numerical results under a non-linear cart-pole environment demonstrate that the proposed split learning of a Koopman autoencoder can locally predict future states, and the prediction accuracy increases with the representation dimension and transmission power.

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