Title :
Spatial filtering of RF interference in radio astronomy
Author :
Raza, Jamil ; Boonstra, Albert-Jan ; Van der Veen, Alle-Jan
Author_Institution :
Dept. of Electr. Eng., Delft Univ. of Technol., Netherlands
Abstract :
We investigate spatial filtering techniques for interference removal in multichannel radio astronomical observations. The techniques are based on the estimation of the spatial signature vector of the interferer from short-term spatial covariance matrices followed by a subspace projection to remove that dimension from the covariance matrix, and by further averaging. The projections will also modify the astronomical data, and hence a correction has to be applied to the long-term average to compensate for this. As shown by experimental results, the proposed technique leads to significantly improved estimates of the interference-free covariance matrix.
Keywords :
array signal processing; covariance matrices; filtering theory; interference suppression; radioastronomical techniques; radiofrequency interference; radiowave interferometry; spatial filters; RF interference; antenna arrays; array signal processing; astronomical data; averaging; interference removal; interference-free covariance matrix; interferometric radio astronomy; long-term average; multichannel radio astronomical observations; short-term spatial covariance matrices; spatial filtering; spatial signature vector estimation; subspace projection; Covariance matrix; Electromagnetic interference; Filtering; Frequency; Phased arrays; Radio astronomy; Radio interferometry; Radiofrequency interference; Satellite broadcasting; Telescopes;
Journal_Title :
Signal Processing Letters, IEEE