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Volume 23 Issue 3
Mar.  2001
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Zhang Liang, Bao Zheng, Liao Guisheng. A Study of Reduced-Rank STAP[J]. Journal of Electronics & Information Technology, 2001, 23(3): 261-267.
Citation: Zhang Liang, Bao Zheng, Liao Guisheng. A Study of Reduced-Rank STAP[J]. Journal of Electronics & Information Technology, 2001, 23(3): 261-267.

A Study of Reduced-Rank STAP

  • Received Date: 1999-06-11
  • Rev Recd Date: 1999-10-27
  • Publish Date: 2001-03-19
  • This paper starts with the discussion of the principle of reduced-rank(RR) Space-Time Adaptive Processing(STAP). It is followed by a dedication of the performance upper bound of all eigen-based RR methods provided by Cross Spectral Method(CSM) under the condition of a given processor rank and identical secondary sample size. A performance com-parison between two RR STAP processors with prefixed structure and CSM is performed by the means of simulations. It is shown that the performance of time pre-filtering followed by jointly localized STAP structure (i.e. 3DT-SAP) is very close to the upper bound and thereby it is an effective RR approach.
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  • 保铮,张玉洪,廖桂生,王永良,吴仁彪,机载雷达空时二维信号处理,现代雷达,1994,16(1),38-48,16(2),17-27.[2]L.E. Brennan, D. J. Piwinski, F. M. Staudaher, Comparison of space-time adaptive processing approaches using experimental airborne radar data, In Proc. of 1993 IEEE National Radar Conference, Boston, Apr, 1993, 176-181.[3]I.S. Reed, J. D. Mallett, L. E. Brennan, Rapid convergence rate in adaptive arrays, IEEE Trans. on AES, 1974, 10(6), 853-863.[4]F.C. Robey, D. R. Fuhrmann, E. J. Kelly, R. Nitzberg, A CFAR adaptive matched filter detector, IEEE Trans. on AES, 1992, AES-28(1), 208-216.[5]E.J. Kelly, An adaptive detection algorithm, IEEE Trans. on AES, 1986, AES-22(1), 115-127.[6]J.S. Goldstein, I. S. Reed, Theory of partially adaptive radar, IEEE Trans. on AES, 1997,AES-34(4), 1309-1325.[7]J.S. Goldstein, I. S. Reed, Reduced rank adaptive filtering, IEEE Trans. on Signal Processing, 1997, SP-45(2), 492-496.[8]J.S. Goldstein, I. S. Reed, Subspace selection for partially adaptive sensor array processing, IEEE Trans. on AES, 1997, AES-33(2), 539-544.
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