TY - GEN
T1 - Radio transient detection in radio astronomical arrays
AU - Antman, Avishay
AU - Leshem, Amir
N1 - Publisher Copyright: © 2018 IEEE.
PY - 2018/9/10
Y1 - 2018/9/10
N2 - Celestial transient radio sources have attracted considerable scientific interest recently, but their investigation is hampered by the fact that they cannot be effectively detected by commonly used radio astronomy imaging techniques. One significant obstacle to observing radio transients is intermittent terrestrial radio frequency interference, which can appear as a transient signal. In this paper we propose two schemes for the detection of transient sources. The first is a generalized likelihood ratio test designed for terrestrial interferences that appear in the near field region. The second is a modification of the first one, designed for sources whose steering vector is known to be in the array manifold, such as astronomical sources. Both of the proposed detectors are based on two consecutive sample covariance matrices computed by the array, and they have the desirable property of a constant false alarm rate. We provide a simple analysis of the proposed method as well as a computer simulation. The computer simulation results suggest that the proposed detectors outperform the detector that is currently used by the low frequency array (LOFAR) radio telescope processor.
AB - Celestial transient radio sources have attracted considerable scientific interest recently, but their investigation is hampered by the fact that they cannot be effectively detected by commonly used radio astronomy imaging techniques. One significant obstacle to observing radio transients is intermittent terrestrial radio frequency interference, which can appear as a transient signal. In this paper we propose two schemes for the detection of transient sources. The first is a generalized likelihood ratio test designed for terrestrial interferences that appear in the near field region. The second is a modification of the first one, designed for sources whose steering vector is known to be in the array manifold, such as astronomical sources. Both of the proposed detectors are based on two consecutive sample covariance matrices computed by the array, and they have the desirable property of a constant false alarm rate. We provide a simple analysis of the proposed method as well as a computer simulation. The computer simulation results suggest that the proposed detectors outperform the detector that is currently used by the low frequency array (LOFAR) radio telescope processor.
UR - https://www.scopus.com/pages/publications/85054256976
U2 - 10.1109/icassp.2018.8462445
DO - 10.1109/icassp.2018.8462445
M3 - Conference contribution
SN - 9781538646588
T3 - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
SP - 3439
EP - 3443
BT - 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018
Y2 - 15 April 2018 through 20 April 2018
ER -