Citation: | ZHU Hongyan, GUO Kai, CHEN Shuo, “Fusion of Gaussian Mixture Models for Maneuvering Target Tracking in the Presence of Unknown Cross-correlation,” Chinese Journal of Electronics, vol. 25, no. 2, pp. 270-276, 2016, doi: 10.1049/cje.2016.03.012 |
Y. Bar-Shalom and L. Campo, "The effect of common noise on the two-sensor fused track covariance", IEEE Transactions on Aerospace and Electronic Systems, Vol.22, No.6, pp.803-805, 1986.
|
K.C. Chang, R.K. Saha and Y. Bar-Shalom, "On optimal trackto-track fusion", IEEE Transactions on Aerospace and Electronic Systems, Vol.33, No.4, pp.1271-1276, 1997.
|
H. Chen, T. Kirubarajan and Y. Bar-Shalom, "Performance limits of track-to-track fusion versus centralized estimation: Theory and application", IEEE Transactions on Aerospace and Electronic Systems, Vol.39, No.2, pp.386-400, 2003.
|
J. Zhou, Y.M. Zhu, Z.S. You, et al., "An efficient algorithm for optimal linear estimation fusion in distributed multisensor systems", IEEE Trans. on Systems, Man, and Cybernetics-Part A: Systems and Humans, Vol.36, No.5, pp.1000-1009, 2006.
|
S. Julier and J. Uhlmann, "A non-divergent estimation algorithm in the presence of unknown correlations", Proceedings of the American Control Conference, Albuquerque, NM, USA, Vol.4, pp.2369-2373, 1997.
|
S. Julier and J. Uhlmann, "General decentralized data fusion with covariance intersection", Handbook of Multisensor Data Fusion, Boca Raton, CRC Press, 2001.
|
L. Chen, P.O. Arambel and R.K. Mehra, "Fusion under unknown correlation covariance intersection as a special case", Proceedings of the Fifth Intl Conf. Information Fusion, Annapolis, MD, USA, pp.905-912, 2002.
|
L. Chen, P.O. Arambel and R.K. Mehra, "Fusion under unknown correlation: Covariance intersection revisited", IEEE Trans. on Automatic Control, Vol.47, No.11, pp.1879-1882, 2002.
|
A.R. Benaskeur, "Consistent fusion of correlated data sources", Proceedings of IEEE 2002 Ann. Conf. Industrial Electronics Soc, Que, Canada, Vol.4, pp.2652-2656, 2002.
|
C.Y. Chong and S. Mori, "Convex combination and covariance intersection algorithms in distributed fusion", Proceedings of the 4th International Conference of Information Fusion, Montreal, QC, Canada, pp.WeA2.11-WeA2.18, 2001.
|
Y.M. Wang and X.R. Li, "Distributed estimation fusion with unavailable cross-correlation", IEEE Trans. on Aerospace and Electronic Systems, Vol.48, No.1, pp.259-278, 2012.
|
M.B. Hurley, "An information-theoretic justification for covariance intersection and its generalization", Proceeding of the Fifth Intl Conf. on Information Fusion, Annapolis, MD, USA, pp.505-511, 2002.
|
R. Mahler, "Optimal robust distributed data fusion: A unified approach", Proceeding of SPIE Signal Processing, Sensor Fusion, and Target Recognition IX, Vol.4052, pp.128-138, 2000.
|
S. Julier, T. Bailey and J. Uhlmann, "Using exponential mixture models for suboptimal distributed data fusion", Proceedings of the 2006 IEEE Nonlinear Stat. Signal Proc. Workshop (NSSPW'06), Cambridge, UK, pp.160-163, 2006.
|
H.A.P. Blom and Y. Bar-Shalom, "The interacting multiple model algorithm for systems with Markovian switching coefficients", IEEE Transactions on Automatic Control, Vol.33, No.8, pp.780-783, 1988.
|
X.R. Li and Y. Bar-Shalom, "Multiple-model estimation with variable structure", IEEE Transactions on Automatic Control, Vol.4, No.41, pp.478-493, 1996.
|
B. Li, W.J. Liu and L.H. Dou, "Unsupervised learning of Gaussian mixture model with application to image segmentation", Chinese Journal of Electronics, Vol.19, No.3, pp.451-456, 2010.
|
R. WILSON, "Multiresolution Gaussian mixture models: Theory and application", Research Report 404, Department of Computer Science, University of Warwick, UK, pp.1-10, 1999.
|
D.W. Scott and W.F. Szewczyk, "From kernels to mixtures", Technometrics, Vol.43, No.3, pp.323-335, 2001.
|
S. Julier, "An empirical study into the use of Chernoff information for robust, distributed fusion of Gaussian mixture models", Proceedings of the 9th International Conference on Information Fusion, Florence, Italy, pp.1-8, 2006.
|
C.Y. Chong, S. Mori, W.H. Barker, et al., "Architectures and algorithms for track association and fusion", IEEE Trans. on Aerospace and Electronic Systems, Vol.15, No.1, pp.5-13, 2000.
|
H.K. Kennedy, "Fusion of possibly biased location estimates using Gaussian mixture models", Information Fusion, Vol.13, No.3, pp.214-222, 2012.
|
J. William, III. Farrell and G. Chidambar, "Generalized Chernoff fusion approximation for practical distributed data fusion", Proceedings of the 12th International Conference on Information Fusion, Seattle, WA, USA, pp.555-562, 2009.
|
K.P. Pyun, L. Johan, S.W. Chee, et al., "Image segmentation using hidden Markov Gauss mixture models", IEEE Transactions on Image Processing, Vol.16, No.7, pp.1902-1911, 2007.
|
X.R. Li, Y.M. Zhang and X.R. Zhi, "Multiple-model estimation with variable structure. Part IV: Design and evaluation of model-group switching algorithm", IEEE Transactions on Aerospace and Electronic Systems, Vol.35, No.1, pp.242-254, 1999.
|