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PRECONDITIONED METHODS FOR SPACE-TIME ADAPTIVE PROCESSING

PRECONDITIONED METHODS FOR SPACE-TIME ADAPTIVE PROCESSING
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摘要 This paper introduces the preconditioned methods for Space-Time Adaptive Processing(STAP).Using the Block-Toeplitz-Toeplitz-Block(BTTB)structure of the clutter-plus-noise covari-ance matrix,a Block-Circulant-Circulant-Block(BCCB)preconditioner is constructed.Based on thepreconditioner,a Preconditioned Multistage Wiener Filter(PMWF)which can be implemented by thePreconditioned Conjugate Gradient(PCG)method is proposed.Simulation results show that thePMWF has faster convergence rate and lower processing rank compared with the MWF. This paper introduces the preconditioned methods for Space-Time Adaptive Processing (STAP).Using the Block-Toeplitz-Toeplitz-Block(BTTB)structure of the clutter-plus-noise covariance matrix,a Block-Circulant-Circulant-Block(BCCB)preconditioner is constructed.Based on the preconditioner,a Preconditioned Multistage Wiener Filter(PMWF)which can be implemented by the Preconditioned Conjugate Gradient(PCG)method is proposed.Simulation results show that the PMWF has faster convergence rate and lower processing rank compared with the MWF.
出处 《Journal of Electronics(China)》 2008年第4期465-470,共6页 电子科学学刊(英文版)
基金 the Innovation Foundation of NUDT forPh.D.graduates.
关键词 Conjugate gradient method Multistage Wiener filter PRECONDITIONER Space-Time Adaptive Processing (STAP) 雷达信号处理 时空自适应处理 多级维纳滤波 预处理方法
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参考文献11

  • 1Tony F. Chan,Julia A. Olkin.Circulant preconditioners for Toeplitz-block matrices[J].Numerical Algorithms.1994(1)
  • 2I.S.Reed,and L.E.Brennan.Rapid convergence ratein adaptive arrays[].IEEE Transon Aerospace andElectronic Systems.1974
  • 3L.M.William.A STAP overview[].IEEE A&E SystemMagazine.2004
  • 4T.A.Barton,and S.T.Smith.Structured covarianceestimation for space-time adaptive processing[].Procof IEEE International Conference on AcousticsSpeechand Signal Processing(ICASSP).1997
  • 5T.Chan,and J.Olkin.Circulant preconditioner forToeplitz-block matrices[].NumerAlgo.1994
  • 6M.E.Weippert,J.D.Hiemstra,J.S.Goldstein,et al.Insights from the relationship between the multistageWiener filter and the method of conjugate gradients[].The Sensor Array and Multichannel Signal ProcessingWorkshop Proceedings SAIC.2002
  • 7G.Dietl.Conjugate gradient implementation of mul-tistage nested Wiener filter for reduced dimensionprocessing[]..2001
  • 8J.Ward.Space-time adaptive processing for airborneradar[].Technical Report Lincoln Lab.1994
  • 9Wang,H.,and Cai,L."On adaptive spatial-temporal pro- cessing for airborne surveillance radar systems"[].IEEE Transactions on Aerospace and Electronic Systems.1994
  • 10Goldstein J S,Reed I S.Reduced-rank adaptive filtering[].IEEE Transactions on Signal Processing.1997

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