Abstract
A novel joint diagonalization fractional lower-order spatio-temporal (ST) moments DOA matrix method is proposed to estimate the 2-D DOAs of uncorrelated narrowband signals in the presence of impulsive noise. The new method retains the advantage of the original ST-DOA matrix method which can estimate 2-D DOAs with neither peak searching nor pair matching. Moreover, it can handle sources with common 1-D angles. Simulation results show that the proposed method yields to better performance to restrain the strong impulsive noise than ST-DOA matrix method, especially for low signal-to-noise ratio case.
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Chan A Y J, Litva J. MUSIC and maximum likelihood techniques on two-dimensional DOA estimation with uniform circular array. IEE P-Radar Son Nav, 1995, 3(142): 105–114
Kedia V S, Chandna B. A new algorithm for 2-D DOA estimation. Signal Process, 1997, 60(3): 325–332
Wang J Y, Chen T Q. Joint frequency, 2D AOA and polarization estimation using fourth-order cumulants. Sci China Ser E-Tech Sci, 2000, 43(3): 297–303
Yin Q Y, Zou L H, Newcomb R. A high resolution approach to 2-D signal parameter estimation-DOA matrix method. J China I Commun (in Chinese), 1991, 4(12): 1–6
Yin Q Y. High Resolution Direction of arrival estimation. Doctor Dissertation. Xi’an: Xi’an Jiao Tong University (in Chinese), 1989
Lv Z J, Xiao X C. A novel method for estimating 2-D DOA in the presence of impulsive noise. J Electron Inf Tech (in Chinese), 2004(3): 350–356
Lv Z J, Xiao X C. A covariation-based algorithm for estimating 2-D DOA in the presence of impulsive noise. Acta Acust (in Chinese), 2004(2): 149–154
Lv Z J, Xiao X C. A subspace-based direction finding algorithm using temporal and spatial processing of time lag fractional order correlation function. Signal Process (in Chinese), 2003, 2(19): 51–54
He J, Liu Z. DOA estimation in impulsive noise environments using fractional lower order spatial-temporal matrix. Acta Aeronaut Astronaut Sin (in Chinese), 2006, 1(27): 104–108
Liu T H, Mendel J M. A subspace-based direction finding algorithm using fractional lower order statistics. IEEE Trans Signal Process, 2001, 8(49): 1606–1613
Tsakalides P, Nikias C L. The robust covariation-based MUSIC (ROC-MUSIC) algorithm for bearing estimation in impulsive noise environments. IEEE Trans Signal Process, 1996, 7(44): 1623–1633
Szajnowski W J, Wynne J B. Simulation of dependent samples of symmetric alpha-stable clutter. IEEE Trans Signal Process lett, 2001, 5(8): 151–152
Tsihrintzis G A, Nikias C L. Fast estimation of the parameters of alpha-stable impulsive interference. IEEE Trans Signal Process, 1996, 6(44): 1492–1503
Belouchrani A, Abed-Meraim K, Cardoso J F, et al. A blind source separation technique using second-order statistics. IEEE Trans Signal Process, 1997, 2(45): 434–444
Jin L, Yin Q Y. Space-time DOA matrix method. Acta Electron Sin (in Chinese), 2000, 7(28): 8–12
Jin L, Yin Q Y. Analysis and generalization of space-time DOA matrix method. Acta Electron Sin (in Chinese), 2001, 3(39): 300–303
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Supported by the National Natural Science Foundation of China (Grant No. 60372022) and Program for New Century Excellent Talents in University (Grant No. NCET-05-0806)
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Xia, T., Wan, Q., Wang, X. et al. 2-D DOAs estimation in impulsive noise environments using joint diagonalization fractional lower-order spatio-temporal matrices. Sci. China Ser. F-Inf. Sci. 51, 1585–1593 (2008). https://doi.org/10.1007/s11432-008-0082-5
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DOI: https://doi.org/10.1007/s11432-008-0082-5