Spatial Filtering of RF Interference in Radio Astronomy Using a Reference Antenna Array

被引:32
作者
Sardarabadi, Ahmad Mouri [1 ]
van der Veen, Alle-Jan [1 ]
Boonstra, Albert-Jan [2 ]
机构
[1] Delft Univ Technol, Dept Elect Engn, NL-2628 CD Delft, Netherlands
[2] ASTRON, NL-7990 AA Dwingeloo, Netherlands
关键词
Array signal processing; interference cancellation; radio astronomy; reference antenna; spatial filtering; MITIGATION; EXCISION; SIGNALS; TIME;
D O I
10.1109/TSP.2015.2483481
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Radio astronomical observations are increasingly contaminated by RF interference. Assuming an array of telescopes, a previous technique considered spatial filtering based on projecting out the interferer array signature vector. A disadvantage is that this effectively reduces the array by one (expensive) telescope. In this paper, we consider extending the astronomical array with a reference antenna array, and develop spatial filtering algorithms for this situation. The information from the reference antennas improves the quality of the interferer signature vector estimation, hence more of the interference can be projected out. Moreover, since only the covariance data of the astronomical array has to be reconstructed, the conditioning of the problem improves as well. The algorithms are tested both on simulated and experimental data.
引用
收藏
页码:432 / 447
页数:16
相关论文
共 30 条
[1]  
Anderson T.W., 1958, An introduction to multivariate statistical analysis, V2
[2]  
[Anonymous], 1971, THESIS
[3]  
[Anonymous], 1980, Multivariate Analysis
[4]   A new approach to interference excision in radio astronomy: Real-time adaptive cancellation [J].
Barnbaum, C ;
Bradley, RF .
ASTRONOMICAL JOURNAL, 1998, 116 (05) :2598-2614
[5]  
Boonstra A. J., 2005, THESIS
[6]   Spatial filtering of interfering signals at the initial Low Frequency Array (LOFAR) phased array test station [J].
Boonstra, AJ ;
van der Tol, S .
RADIO SCIENCE, 2005, 40 (05) :1-16
[7]   Removing radio interference from contaminated astronomical spectra using an independent reference signal and closure relations [J].
Briggs, FH ;
Bell, JF ;
Kesteven, MJ .
ASTRONOMICAL JOURNAL, 2000, 120 (06) :3351-3361
[8]   Cancellation of GLONASS signals from radio astronomy data [J].
Ellingson, SW ;
Bunton, JD ;
Bell, JF .
RADIO TELESCOPES, 2000, 4015 :400-407
[9]   Statistically stable estimates of variance in radio-astronomy observations as tools for radio-frequency interference mitigation [J].
Fridman, P. A. .
ASTRONOMICAL JOURNAL, 2008, 135 (05) :1810-1824
[10]   RFI excision using a higher order statistics analysis of the power spectrum [J].
Fridman, PA .
ASTRONOMY & ASTROPHYSICS, 2001, 368 (01) :369-376