The low-frequency environment of the Murchison Widefield Array: radio-frequency interference analysis and mitigation
arXiv:1501.03946 · doi:10.1017/pasa.2015.7
Abstract
The Murchison Widefield Array (MWA) is a new low-frequency interferometric radio telescope built in Western Australia at one of the locations of the future Square Kilometre Array (SKA). We describe the automated radio-frequency interference (RFI) detection strategy implemented for the MWA, which is based on the AOFlagger platform, and present 72-231-MHz RFI statistics from 10 observing nights. RFI detection removes 1.1% of the data. RFI from digital TV (DTV) is observed 3% of the time due to occasional ionospheric or atmospheric propagation. After RFI detection and excision, almost all data can be calibrated and imaged without further RFI mitigation efforts, including observations within the FM and DTV bands. The results are compared to a previously published Low-Frequency Array (LOFAR) RFI survey. The remote location of the MWA results in a substantially cleaner RFI environment compared to LOFAR's radio environment, but adequate detection of RFI is still required before data can be analysed. We include specific recommendations designed to make the SKA more robust to RFI, including: the availability of sufficient computing power for RFI detection; accounting for RFI in the receiver design; a smooth band-pass response; and the capability of RFI detection at high time and frequency resolution (second and kHz-scale respectively).
Accepted for publication in PASA
References in corpus (15)
- LOFAR: The LOw-Frequency ARray
- SparsePak: A Formatted Fiber Field Unit for The WIYN Telescope Bench Spectrograph. I. Design, Construction, and Calibration
- WSClean: an implementation of a fast, generic wide-field imager for radio astronomy
- The Murchison Widefield Array: Design Overview
- A morphological algorithm for improving radio-frequency interference detection
- Post-correlation radio frequency interference classification methods
- New Limits on 21cm EoR From PAPER-32 Consistent with an X-Ray Heated IGM at z=7.7
- Fast Holographic Deconvolution: a new technique for precision radio interferometry
- Limits on low frequency radio emission from southern exoplanets with the Murchison Widefield Array
- Modelling of the Spectral Energy Distribution of Fornax A: Leptonic and Hadronic Production of High Energy Emission from the Radio Lobes
- The first Murchison Widefield Array low frequency radio observations of cluster scale non-thermal emission: the case of Abell 3667
- Low Frequency Observations of the Moon with the Murchison Widefield Array
- Statistically Stable Estimates of Variance in Radioastronomical Observations as Tools for RFI Mitigation
- Automated Editing of Radio Interferometer Data with Pieflag
- The brightness and spatial distributions of terrestrial radio sources
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