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Joint number and DOA estimation via the eigen-beam mCapon method for closely spaced sources 被引量:2

Joint number and DOA estimation via the eigen-beam mCapon method for closely spaced sources
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摘要 Dear editor,The source number and direction of arrival(DOA)estimation are two important subjects in array signal processing[1,2].Many algorithms for estimating these parameters have been proposed in the Dear editor, The source number and direction of arrival (DOA) estimation are two important subjects in array sig- nal processing [1,2]. Many algorithms for estimating these parameters have been proposed in the past decades [3-7]. The common approach for determining the source number is to use a certain informa- tion theoretic criterion [3,4] in an additive white Gaussian noise (AWGN) environment, e.g., the AIC and MDL criteria. Conventional DOA estimation algorithms can be roughly classified into two types, beamforming techniques and eigenstructure-based methods [4-7], such as the Capon, MUSIC and Root- MUSIC algorithms. In addition, the rnCapon method [5] has been proposed to improve the resolution performance of the Capon algorithm by using an adjustable power parameter rn.
出处 《Science China Chemistry》 SCIE EI CAS CSCD 2015年第12期213-215,共3页 中国科学(化学英文版)
基金 supported by Program for New Century Excellent Talents in University of Ministry of Education of China(Grant No.NCET-13-0049) National Natural Science Foundation of China(Grant No.61271391) China Ministry Research Foundation(Grant No.9140A21050114HT05338)
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  • 1Van Trees Harry L. Optimum Array Processing: Part Ⅳ of Detection, Estimation, and Modulation Theory. New York: Wiley, 2002: 1139-1285.
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  • 3Schmidi R O. Multiple emitter location and signal parameter estimation. IEEE Trans. on AP, 1986, 34(3): 243-258.
  • 4Roy R and Kailath T. ESPRIT--Estimation of signal parameters via rotational invariance techniques. IEEE Trans. on ASSP, 1989, 38(7): 984-995.
  • 5Viberg M, Ottersten B, and Kailath T. Detection and estimation in sensor arrays using weighted subspace fitting. IEEE Trans. on SP, 1991, 39(11): 2436-2449.
  • 6Wax M and Kailath T. Detection of signals by information theoretic criteria. IEEE Trans. on ASSP, 1985, 33(2): 387- 392.
  • 7Wax M and Kallath T. Detection of signals by information theoretic criteria. IEEE Trans. on ASSP, 1985, 33(2): 387- 392.

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