A robust estimation fusion with unknown cross-covariance in distributed systems

Proceedings of the IEEE Conference on Decision and Control

Volumn , Issue , 2009, Pages 7603-7607

  Wu, Duzhi ^a,b   Zhou, Jie ^a   Qu, Xiaomei ^a  

^a SICHUAN UNIVERSITY   (China)

^b Logistical Engineering University ^*  (China)

Author keywords

[No Author keywords available]

Indexed keywords

COVARIANCE MATRIX; DISTRIBUTED COMPUTER SYSTEMS; DISTRIBUTED DATABASE SYSTEMS; ERRORS; MEAN SQUARE ERROR; OPTIMIZATION;

BEST LINEAR UNBIASED ESTIMATION; COVARIANCE INTERSECTION; DISTRIBUTED ESTIMATION; DISTRIBUTED SYSTEMS; NONLINEAR COMBINATION; OPTIMAL ESTIMATIONS; SEMIDEFINITE PROGRAMS; UNKNOWN CROSS COVARIANCES;

PARAMETER ESTIMATION;

EID: 77950797796     PISSN: 07431546     EISSN: 25762370     Source Type: Conference Proceeding    
DOI: 10.1109/CDC.2009.5400162     Document Type: Conference Paper

References (14)

1. Y. Bar-Shalom, and L. Campo, "The Effect of the Common Process Noise on the Two-Sensor Fused Track Covariance," IEEE Trans. on Aero. Elect. Syst., Vol.AES-22, pp. 803-805, 1986.
2. L. Chen, P. O. Arambel, and R. K. Mehra, "Estimation Under Unknown Correlation: Covariance Intersection Revisited," IEEE Trans. on Auto. Contr., Vol.47, No.11, pp. 1879-1882, 2002.
3. C. Y. Chong, K. C. Chang, and S. Mori, "Distributed Tracking in Distributed Sensor Networks," Proc. 1986 Amer. Contr. Conf., Seattle, WA, June 1986.
4. C. Y. Chong and S. Mori, "Convex Combination and Covariance Intersection Algorithms in Distributed Fusion," In Proc. Int. Conf: Inf: Fusion (Fusion'01), August 2001.
5. Y. C. Eldar, A. Beck, and M. Teboulle, "A Minimax Chebyshev Estimator for Bounded Error Estimation," IEEE Trans. on Signal Processing, Vol.56, No.4, pp. 1388-1397, 2008.
6. H. R. Hashmipour, S. Roy, and A. J. Laub, "Decentralized Structure for Parallel Kalman Filtering," IEEE Trans. on Auto. Contr., AC-33: 88-93, 1988.
7. S. Julier and J. Uhlmann, "General Decentralized Data Fusion with Co-variance Intersection (CI)," in Handbook of Multisensor Data Fusion, D. Hall and J. Llians, Eds. Boca Raton, FL: CRC Press, Ch. 12, pp. 12-1-12-25, 2001.
8. H. Komiya, "Coincidence theorem and saddle point theorem," Proc. Amer. Math. Soc., 96, pp. 599-602, 1986.
9. X. R. Li, Y. M. Zhu, J. Wang, and C. Z. Han, "Optimal Linear Estimation Fusion - Part I: Unified Fusion Rules," IEEE Trans. Inform. Theory, Vol.49, No.9, pp. 2192-2208, 2003.
10. D. Nicholson and R. Deaves, "Decentralized Track Fusion in Dynamic Networks," in Proc. SPIE, Signal and Data Processing of Small Targets, vol.4048, 2000.
11. L. Vandenberghe and S. Boyd, "Semidefinite Programming," SIAM Rev., vol.38, no.1, pp. 40-95, 1996.
12. J. Zhou, Y. M. Zhu, Z. S. You, and E. B. Song, "An Efficient Algorithm for Optimal Linear Estimation Fusion in Distributed multisensor systems," IEEE Trans. Systems, Man and Cybernetics, Part A: Systems and Humans, 36(5), pp. 1000-1009, 2006.
13. Y. M. Zhu, "Efficient Recursive State Estimator for Dynamic Systems without Knowledge of Noise Covariances," IEEE Trans. on Aero. Elect. Syst., Vol.35, No.1, pp. 102-114, 1999.
14. Y. M. Zhu, Multisensor Decision and Estimation Fusion, Kluwer Academic Publishers, Boston, 2003.