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Volume 30 Issue 5
Dec.  2010
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Wu Hong, Wang Yong-liang, Chen Jian-wen. Research on Linear-Prediction-Type STAP Methods[J]. Journal of Electronics & Information Technology, 2008, 30(5): 1060-1063. doi: 10.3724/SP.J.1146.2006.01681
Citation: Wu Hong, Wang Yong-liang, Chen Jian-wen. Research on Linear-Prediction-Type STAP Methods[J]. Journal of Electronics & Information Technology, 2008, 30(5): 1060-1063. doi: 10.3724/SP.J.1146.2006.01681

Research on Linear-Prediction-Type STAP Methods

doi: 10.3724/SP.J.1146.2006.01681
  • Received Date: 2006-10-30
  • Rev Recd Date: 2007-04-30
  • Publish Date: 2008-05-19
  • Linear-prediction-type STAP methods greatly reduced the demand of Independent Identical Distribution(IID) samples, which made Linear-prediction-type STAP methods adapted well to non-homogeneous clutter environment especially. In this paper linear-prediction-type STAP methods is analyzed in detail, and the formula of how to determinate the order of Linear-prediction-type STAP methods is proposed. All conclusions are proved using simulation results.
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  • 王永良,彭应宁. 空时自适应信号处理. 北京: 清华大学出版社, 2000: 133-142.Wang Yong-liang and Peng Ying-ning. Space-Time AdaptiveProcessing. Beijing: Tsinghua University Press, 2000:133-142.[2]Roman J R, Rangaswamy M, and Davis D W, et al..Parametric adaptive matched filter for airborne radarapplications. IEEE Trans. on AES, 2000, 36(2): 678-692.[3]Michels J H, Roman J R, and Himed B. Beam control usingthe parametric adaptive matched filter STAP approach.IEEE Radar Conference, Huntsville, Alabama, May 2003:405-412.[4]Michels J H, Himed B, and Rangaswamy M. Evaluation ofthe normalized parametric adaptive matched filter STAP testin airborne radar clutter. IEEE International RadarConference, Washington D.C., May 2000: 769-774.[5]Parker P and Swindlehurst A. Space-time autoregressivefiltering for matched subspace STAP. IEEE Trans. on AES,2003, 39(2): 510-520.[6]Scharf L L and Friedlander B. Matched subspace detectors[J].IEEE Trans. on AP.1994, 42(8):2146-2157[7]Haimovich A M. The eigencacler: Adaptive radar byeigenanalysis methods. IEEE Trans. on AES, 1996, 32(2):532-542.[8]Waele S D and Broersen M T. Order selection for vectorautoregressive models[J].IEEE Trans. on SP.2003, 51(2):427-433
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