Altitude Estimation of Radio Frequency Interference Sources via Interferometric Near Field Corrections
arXiv:2502.08867 · doi:10.1017/pasa.2024.123
Abstract
Radio-frequency interference (RFI) presents a significant obstacle to current radio interferometry experiments aimed at the Epoch of Reionization. RFI contamination is often several orders of magnitude brighter than the astrophysical signals of interest, necessitating highly precise identification and flagging. Although existing RFI flagging tools have achieved some success, the pervasive nature of this contamination leads to the rejection of excessive data volumes. In this work, we present a way to estimate an RFI emitter's altitude using near-field corrections. Being able to obtain the precise location of such an emitter could shift the strategy from merely flagging to subtracting or peeling the RFI, allowing us to preserve a higher fraction of usable data. We conduct a preliminary study using a two-minute observation from the Murchison-Widefield Array (MWA) in which an unknown object briefly crosses the field of view, reflecting RFI signals into the array. By applying near-field corrections that bring the object into focus, we are able to estimate its approximate altitude and speed to be km and km/h, respectively. This allows us to confidently conclude that the object in question is in fact an airplane. We further validate our technique through the analysis of two additional RFI-containing MWA observations, where we are consistently able to identify airplanes as the source of the interference.
7 pages, 4 figures, 1 table
References in corpus (9)
- Cosmology at Low Frequencies: The 21 cm Transition and the High-Redshift Universe
- An optimized algorithm for multi-scale wideband deconvolution of radio astronomical images
- Unintended electromagnetic radiation from Starlink satellites detected with LOFAR between 110 and 188 MHz
- Detection of intended and unintended emissions from Starlink satellites in the SKA-Low frequency range, at the SKA-Low site, with an SKA-Low station analog
- A survey of spatially and temporally resolved radio frequency interference in the FM band at the Murchison Radio-astronomy Observatory
- Evidence of Ultra-faint Radio Frequency Interference in Deep 21~cm Epoch of Reionization Power Spectra with the Murchison Widefield Array
- Trajectory Based RFI Subtraction and Calibration for Radio Interferometry
- Improved Sensitivity for Space Domain Awareness Observations with the Murchison Widefield Array
- Strategy for mitigation of systematics for EoR experiments with the Murchison Widefield Array