Interacting Multiple Model fixed-lag smoothing algorithm for Markovian switching systems

Proceedings of the IEEE Conference on Decision and Control

Volumn 1, Issue , 1998, Pages 269-274

  Chen, Bing ^a   Tugnait, Jitendra K ^a  

^a AUBURN UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FIXED-LAG SMOOTHING ALGORITHMS; INTERACTING MULTIPLE MODELS (IMM);

ALGORITHMS; COMPUTER SIMULATION; MARKOV PROCESSES; MATHEMATICAL MODELS;

SWITCHING SYSTEMS;

EID: 0032284680     PISSN: 01912216     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Article

References (12)

1. J.K. Tugnait, "Detection and estimation for abruptly changing systems," Automatics, vol. 18, pp. 607-615, Sept. 1982.
2. H.A.P. Blom and Y. Bar-Shalom, "The interacting multiple model algorithm for systems with Markovian switching coefficients," IEEE Trans. Automatic Control, vol. AC-33, pp. 780-783, Aug. 1988.
3. Y. Bar-Shalom and T.E. Fortmann, Tracking and Data Association. New York: Academic Press, 1988.
4. Y. Bar-Shalom and X.R. Li, Estimation and Tracking: Principles, Techniques and Software. Norwood, MA: Artech House, 1993.
5. V.J. Mathews and J.K. Tugnait, "Detection and estimation with fixed lag for abruptly changing systems," IEEE Trans. Aerospace and Electronic Systems, vol. AES-19, pp. 730-739, Sept. 1983.
6. H.A.P. Blom and Y. BarIShalom, "Tim-e-reversion of a hybrid state stochastic difference system with a jump-linear smoothing application," IEEE Trans. Informatron Theory, vol. IT-36, pp. 836- 847, July 1990.
7. R.E. Helmick, W.D. Blair and S.A. Hoffman, "Fixed-interval smoothing for Markovian switching systems," IEEE Trans. Informatron Theory, vol. IT-41, pp. 1845-1855, Nov. 1995.
8. B.D.O. Anderson and J.B. Moore, Optrmal Fzltertng. Englewood Cliffs, NJ: Prentice-Hall, 1979.
9. K.S. Narendra and J. Balakrishnan Adaptive control using multiple models IEEE Trans. Automattc Control, vol. AC-42, pp. 171-187, Feb. 1997
10. X.R. Li and Y. Bar-Shalom, "Design of an interacting multiple model algorithm for air traffic control tracking," IEEE Trans. Control Systems Technology, vol. 1, pp. 186-194, Sept. 1993.
11. X.R. Li, "Hybrid estimation techniques," pp. 213-287 in Control & Dynamrc Systems: Advances En Theory & Applzcatzons, vol. 76, C.T. Leondes (Ed). New York: Academic, 1996.
12. R.E. Helmick, W.D. Blair and S.A. Hoffman, LIOne-Step fixed-lag smoothers for Markovian switching systems," IEEE Trans. Automatic Control, vol. AC-41, pp. 1051-1056, July 1996.