Adaptive sampling using variational autoencoder and reinforcement learning

Adil Rasheed, Mikael Aleksander Jansen Shahly, Muhammad Faisal Aftab

Compressed sensing enables sparse sampling but relies on generic bases and random measurements, limiting efficiency and reconstruction quality. Optimal sensor placement uses histor…