Mitigating radio frequency interference in CHIME/FRB real-time intensity data
arXiv:2206.07292 · doi:10.3847/1538-4365/acc252
Abstract
Extragalactic fast radio bursts (FRBs) are a new class of astrophysical transients with unknown origins that have become a main focus of radio observatories worldwide. FRBs are highly energetic (- ergs) flashes that last for about a millisecond. Thanks to its broad bandwidth (400-800 MHz), large field of view (200 sq. deg.), and massive data rate (1500 TB of coherently beamformed data per day), the Canadian Hydrogen Intensity Mapping Experiment / Fast Radio Burst (CHIME/FRB) project has increased the total number of discovered FRBs by over a factor 10 in 3 years of operation. CHIME/FRB observations are hampered by the constant exposure to radio frequency interference (RFI) from artificial devices (e.g., cellular phones, aircraft), resulting in 20% loss of bandwidth. In this work, we describe our novel technique for mitigating RFI in CHIME/FRB real-time intensity data. We mitigate RFI through a sequence of iterative operations, which mask out statistical outliers from frequency-channelized intensity data that have been effectively high-pass filtered. Keeping false positive and false negative rates at very low levels, our approach is useful for any high-performance surveys of radio transients in the future.
12 pages, 5 figures, 3 tables, published in ApJS
References in corpus (5)
- Post-correlation radio frequency interference classification methods
- Canadian Hydrogen Intensity Mapping Experiment (CHIME) Pathfinder
- An Interference Removal Technique for Radio Pulsar Searches
- An Injection System for the CHIME/FRB Experiment
- Radio Frequency Interference Mitigation and Statistics in the Spectral Observations of FAST
Cited by in corpus (5)
- The second set of pulsar discoveries by CHIME/FRB/Pulsar: 14 Rotating Radio Transients and 7 pulsars
- Limits on Fast Radio Burst-like Counterparts to Gamma-ray Bursts using CHIME/FRB
- Constraining Near-Simultaneous Radio Emission from Short Gamma-ray Bursts using CHIME/FRB
- GReX: An Instrument Overview and New Upper Limits on the Galactic FRB Population
- Detecting FRB by DANCE: a method based on DEnsity ANalysis and Cluster Extraction