A subspace-tracking approach to interference nulling for phased array-based radio telescopes

被引:42
|
作者
Ellingson, SW [1 ]
Hampson, GA [1 ]
机构
[1] Netherlands Fdn Res Astron, NL-7990 AA Dwingeloo, Netherlands
关键词
beamforming; phased arrays; radio astronomy; spatial nulling; subspace tracking;
D O I
10.1109/8.992558
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
Several next-generation radio telescopes, now in the planning stages, are based on phased-array technology. One reason for this is to make use of adaptive nulling techniques to combat radio frequency interference, which is a growing problem for radio astronomy. This paper presents a low-complexity approach to interference nulling which is suitable for use in such systems. The approach uses subspace tracking to identify interference, followed by spatial projections to place deep nulls in the directions of interferers. This technique overcomes two limitations of power-minimization algorithms (e.g., "minimum variance"), namely power inversion and pattern rumble, which create serious problems for radio astronomy. Furthermore, this technique imposes a lower computational burden and provides side information which is useful in later stages of data processing. Performance results from a phased array demonstrator system and a simulation are presented.
引用
收藏
页码:25 / 30
页数:6
相关论文
共 50 条
  • [1] SUBSPACE SMEARING AND INTERFERENCE MITIGATION WITH ARRAY RADIO TELESCOPES
    Hellbourg, Gregory
    [J]. 2015 IEEE SIGNAL PROCESSING AND SIGNAL PROCESSING EDUCATION WORKSHOP (SP/SPE), 2015, : 278 - 282
  • [2] Deterministic RF nulling in phased arrays for the next generation of radio telescopes
    Smolders, B
    Hampson, G
    [J]. IEEE ANTENNAS AND PROPAGATION MAGAZINE, 2002, 44 (04) : 13 - 22
  • [3] Capacity improvement of cellular CDMA by the subspace-tracking array-receiver
    Affes, S
    Mermelsten, P
    [J]. FIRST IEEE SIGNAL PROCESSING WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS, 1997, : 233 - 236
  • [4] AN INTERFERENCE NULLING ALGORITHM FOR A SINGLE RECEIVER PHASED-ARRAY
    FONG, TS
    [J]. IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1990, 38 (06) : 951 - 953
  • [5] A multisource calibration method for phased array radio telescopes
    Wijnholds, Stefan J.
    Boonstra, Albert-Jan
    [J]. 2006 IEEE SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP PROCEEDINGS, VOLS 1 AND 2, 2006, : 200 - +
  • [6] Joint calibration and imaging for phased array radio telescopes
    Wei, Liying
    Wijnholds, Stefan J.
    [J]. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2019, 483 (04) : 5672 - 5686
  • [7] Signal Processing for Phased Array Feeds in Radio Astronomical Telescopes
    Jeffs, Brian D.
    Warnick, Karl F.
    Landon, Jonathan
    Waldron, Jacob
    Jones, David
    Fisher, J. Richard
    Norrod, Roger D.
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2008, 2 (05) : 635 - 646
  • [8] UAV-Aided Calibration for Commissioning of Phased Array Radio Telescopes
    Wijnholds, Stefan J.
    Pupillo, Giuseppe
    Bolli, Pietro
    Vironc, Giuseppe
    [J]. 2016 URSI ASIA-PACIFIC RADIO SCIENCE CONFERENCE (URSI AP-RASC), 2016, : 228 - 231
  • [9] RFI mitigation strategies for next generation phased array radio telescopes
    Kruger, P.
    Ruiter, M.
    Wijnholds, S. J.
    Brentjes, M. A.
    [J]. 2019 URSI ASIA-PACIFIC RADIO SCIENCE CONFERENCE (AP-RASC), 2019,
  • [10] Beam modelling accuracy for flux calibration of phased array radio telescopes
    Wijnholds, Stefan J.
    Labate, Maria Grazia
    Davidson, David B.
    Bolli, Pietro
    [J]. 2023 INTERNATIONAL CONFERENCE ON ELECTROMAGNETICS IN ADVANCED APPLICATIONS, ICEAA, 2023, : 408 - 413