1 citations · 1 across the 9 of their papers we have counts for
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From Pixels to CSI: Distilling Latent Dynamics For Efficient Wireless Resource Management
Charbel Bou Chaaya, Abanoub M. Girgis, Mehdi Bennis
In this work, we aim to optimize the radio resource management of a communication system between a remote controller and its device, whose state is represented through image frames…
Learning Latent Wireless Dynamics from Channel State Information
Charbel Bou Chaaya, Abanoub M. Girgis, Mehdi Bennis
In this work, we propose a novel data-driven machine learning (ML) technique to model and predict the dynamics of the wireless propagation environment in latent space. Leveraging t…
Split Learning Meets Koopman Theory for Wireless Remote Monitoring and Prediction
Abanoub M. Girgis, Hyowoon Seo, Jihong Park +2
Remote state monitoring over wireless is envisaged to play a pivotal role in enabling beyond 5G applications ranging from remote drone control to remote surgery. One key challenge…