Junwen Xie

Spatial Frequency Interleaving Residual Autoencoder for Indoor Radio Map Reconstruction

Indoor radio maps with frequency domain data are difficult to reconstruct when only limited measurements at a few locations are available. Naive convolutional neural networks suffer from flawed structures in the frequency domain when predicting these radio maps, resulting in overly smoothed predicti…