An-Xin Li

Interference Meets Inference: Bayesian Time-Series Modeling of Radio-Frequency Interference

Radio-frequency interference (RFI) remains a major challenge for modern radio astronomy experiments. In this work, we cast RFI detection as a one-dimensional time-series anomaly-detection problem and develop a probabilistic mixture-model framework for separating a smoothly varying astronomical background from anomalous...