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Volume 22 Issue 1
Jan.  2000
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Tang Jun, Peng Yingning. CONJUGATE GRADIENT ADAPTIVE BEAMFORMING ALGORITHM[J]. Journal of Electronics & Information Technology, 2000, 22(1): 151-155.
Citation: Tang Jun, Peng Yingning. CONJUGATE GRADIENT ADAPTIVE BEAMFORMING ALGORITHM[J]. Journal of Electronics & Information Technology, 2000, 22(1): 151-155.

CONJUGATE GRADIENT ADAPTIVE BEAMFORMING ALGORITHM

  • Received Date: 1998-05-11
  • Rev Recd Date: 1999-01-17
  • Publish Date: 2000-01-19
  • In this paper, the application of conjugate gradient method in adaptive array beamforming is studied.The combination of temporal and spatial averaging for calculating the gradient improves the beamforming performance and releases the constfaint given by G.D.Mandyam(1997)that the number of elements must be twice larger than the number of signals.New forward and backward averaging(FB)method and multilayer FB structure are proposed which further improve the beamforming performance.Several simulation results are included for illustration and comparison.
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  • Monzingo R A Miller T W.Introduction to Adaptive Arrays.New York:Wiley,1980,Ch.1.[2]Chapman D J. Partial adaptive array techniques,IEEE Trans on AP,1978,AP-26(5):823-833[3]Boray G K, Srinath M D.Conjugate gradient techniques for adaptive filtering.IEEE Trans on Circuits and Systems, 1992,39(1): 1-10[4]Mandyam G D.Adaptive beamforming based on the conjugate gradient algorithm.IEEE Trans on AES,1997,AES-33(1):343-347.[5]Griffiths L J. Adaptive lattice structure for noise-canceling applications ICASSP,Tulsa,Okla:1978,87-90.
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