Search Results for author: Charlotte Muth

Found 3 papers, 1 papers with code

Loss Design for Single-carrier Joint Communication and Neural Network-based Sensing

no code implementations5 Mar 2024 Charlotte Muth, Benedikt Geiger, Daniel Gil Gaviria, Laurent Schmalen

To enhance the training behavior, we decouple the loss functions from the respective SNR values and the number of sensing snapshots, using bounds of the sensing performance.

object-detection Object Detection

Autoencoder-based Joint Communication and Sensing of Multiple Targets

1 code implementation23 Jan 2023 Charlotte Muth, Laurent Schmalen

Foremost, we develop a suitable encoding scheme for the training of the AE and for targeting a fixed false alarm rate of the target detection during training.

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