Electronics Optics & Control, Volume. 25, Issue 4, 65(2018)
A New Adaptive Unscented Particle Filter Based on Singular Value Decomposition and Its Application
[1] [1] DENG H, ZHANG D D, WANG T Y, et al. Objective image-quality assessment for high-resolution photospheric images by median filter-gradient similarity[J]. Solar Physics, 2015, 290(5): 1479-1489.
[2] [2] DOUCET A, JOHANSEN A M. A tutorial on particle filtering and smoothing:fifteen years later[M]. Oxford: Oxford University Press, 2011: 656-704.
[3] [3] HAUG A J. Bayesian estimation and tracking: a practical guide[M]. New York: Wiley & Sons, Inc. , 2012.
[4] [4] BUCY R S, SENNE K. Digital synthesis of nonlinear filter[J]. Automatica, 1971, 7(3): 287-289.
[5] [5] NRGAARD M, POULSEN N K, RAVN O. New developments in state estimation for nonlinear systems[J]. Automatica, 2000, 36(11): 1627-1638.
[6] [6] LEFEVRE T, BRUYNINCKX H, DE SCHUTTER J. Comment on“a new method for the nonlinear transformation of means and covariances in filters and estimators”[J]. IEEE Transactions on Automatic Control, 2015, 47(8): 1406-1409.
[7] [7] LERROR D, BAR-SHALOM Y. Tracking with debiased consistent converted measurements versus EKF[J]. IEEE Transations on Aerospace and Electronic Systems, 1993, 29(3): 1015-1022.
[8] [8] JULIER S, UHLMANN J, DURRAN-WHYTE H F. A new method for the nonlinear transformation of means and covariances in filters and estimators[J]. IEEE Transactions on Automatic Control, 2000, 45(3): 477-482.
[10] [10] PATEREK A. Improving regularized singular value decomposition for collaborative filtering[C]//Proceedings of KDD Cup and Workshop, 2007: 5-8.
[11] [11] ALTER O, BROWN P O, BOTSTEIN D. Singular value decomposition for genome-wide expression data processing and modeling[J]. Proceedings of the National Aca-demy of Sciences, 2000, 97(18): 10101-10106.
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PANG Ce, ZHAO Yan. A New Adaptive Unscented Particle Filter Based on Singular Value Decomposition and Its Application[J]. Electronics Optics & Control, 2018, 25(4): 65
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Received: May. 17, 2017
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Published Online: Jan. 21, 2021
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