Multisensor out of sequence data fusion for estimating the state of discrete control systems

IEEE Transactions on Automatic Control

Volumn 54, Issue 7, 2009, Pages 1728-1732

  Besada Portas, Eva ^a   Lopez Orozco, Jose A ^b   Besada, Juan A ^c   de la Cruz, Jesus M ^b  

^a University of New Mexico   (United States)

^b UNIVERSIDAD COMPLUTENSE DE MADRID   (Spain)

^c UNIVERSIDAD POLITÉCNICA DE MADRID   (Spain)

Author keywords

Discrete control systems; Estimation; Out of sequence (OOS) data

Indexed keywords

COMMUNICATION NETWORKS; COMPLEX CONTROL SYSTEMS; DISCRETE CONTROL; DISCRETE CONTROL SYSTEMS; DISTRIBUTED SENSOR; FUSION CENTER; LINEAR ALGORITHMS; MULTI SENSOR; MULTIPLE-INPUT-MULTIPLE-OUTPUT; NEW SOLUTIONS; NON-LINEAR; OPTIMAL SOLUTIONS; OUT-OF-SEQUENCE (OOS) DATA; PRE-PROCESSING ALGORITHMS; SEQUENCE DATA;

CONTROL SYSTEM ANALYSIS; ESTIMATION; MULTIPLEXING; REAL TIME CONTROL; SENSOR NETWORKS; SENSORS;

COMPUTER CONTROL SYSTEMS;

EID: 67949118689     PISSN: 00189286     EISSN: None     Source Type: Journal    
DOI: 10.1109/TAC.2009.2020667     Document Type: Article

References (19)

1. Y. Bar-Shalom, "Update with out-of-sequence measurements in tracking: Exact solution," IEEE Trans. Aerosp. Electron. Syst, vol. 38, no. 3, pp. 769-778, Jul. 2002.
2. G. O. Mutambara, Decentralised Estimation and Control for Multisensor Fusion. Boca Raton, FL: CRC, 1998.
3. B. Sinopoli, L. Schenato, M. Franceschetti, K. Poolla, M. I. Jordan, and S. S. Sastry, :Κalman filtering with intermittent observations," IEEE Trans. Automat. Control, vol. 49, no. 9, pp. 1453-1464, Sep. 2004.
4. J. P. Hespanha, P. Naghhtabrizi, and Y. Xu, "A survey of recent results in networked control systems," Proc. IEEE, vol. 95, no. 1, pp. 138-162, Jan. 2007.
5. S. Challa, R. J. Evans, X.Wang, and J. Leggy, "A fixed lag-smoothing solution to out-of-sequence information fusion problems," Commun. Informat. Syst., vol. 2, no. 4, pp. 325-348, 2002.
6. A. Matveev and A. V. Savkin, "The problem of state estimation via asynchronous communication channels with irregular transmission times," IEEE Trans. Automat. Control, vol. 48, no. 4, pp. 670-676, Apr. 2003.
7. K. Zhang, X. R. Li, and Y. Chen, "Optimal update with out of sequence measurements for distributed filtering," in Proc. 5th Int. Conf. Informat. Fusion, 2002, pp. 1519-1526.
8. K. Zhang, X. Li, and Y. Zhu, "Optimal update with out-of-sequence measurements," IEEE Trans. Signal Processing, vol. 53, no. 6, pp. 1992-2004, Jun. 2005.
9. E. W. Nettleton and H. Durrant-Whyte, "Delayed and asequent data in decentralised sensing networks," in Proc. SPIE Conf., 2001, pp. 1-9.
10. K. Zhang, X. Li, and Y. Chen, "Multi-sensor multi-tracking with out-of-sequence measurements," in Proc. ISIF'03, 2003, pp. 672-679.
11. Z. WenHui, L. Lin, C. GuoHai, and Y. AnXi, "Optimal updater with multistep out of sequence measurements in target tracking," in Proc. 8th Int. Conf. Signal Processing, 2006, vol. 4, pp. 281-284.
12. H. Zhang, L. Xie, D. Zhang, and Y. C. Soh, "A reorganized innovation approach to linear estimation," IEEE Trans. Automat. Control, vol. 49, no. 10, pp. 1810-1814, Oct. 2004.
13. Y. Bar-Shalom, M. Mallick, H. Chen, and R. Washburn, "One-step solution for the general out-of-sequence measurement problem in tracking," IEEE Trans. Aerosp. Electron. Syst., vol. 40, no. 1, pp. 27-37, Jan. 2004.
14. M. Orton and A. Marrs, "A bayesian approach to multi-target tracking and data fusion with out-of-sequence measuerements," in Proc. IEE Int. Workshop Target Tracking Algorithms Appl., 2001, pp. 1-15.
15. M. Mallick, M. T. Kirubarajan, and S. Arulampalam, "Out-of-sequence measurement processing for tracking ground target using particle filters," in Proc. IEEE Aerosp. Conf, 2002, vol. 4, pp. 1809-1818.
16. F. Xue, Z. Liu, and Z. Shi, "Unscented particle filter for bearings-only tracking with out-of-sequence measurements in sensor networks," in Proc. 6th Int. Conf. Intell. Syst. Design Appl., Oct. 2006, vol. 2, pp. 540-545, IEEE.
17. E. Besada-Portas, "Fusion multisensorial de medidas temporalmente desordenadas. aplicación a robots autónomos mobiles," Ph.D. dissertation, Universidad Complutense de Madrid, Madrid, Spain, 2004.
18. E. Besada-Portas, J. A. Lopez-Orozco, and J. M. de la Cruz, "Multisensor out-of-sequence data fusion for estimating the state of dynamic systems," in Proc. IEEE Inform., Decision Control Conf. o], Feb. 2007, pp. 348-353.
19. Z. Jia and A. Balasuriya, "Visual target tracking for autonomous vehicles with the optimal oosm solution, in Proc. 8th Int. Conf. Intell. Transport. Syst., 2005, pp. 113-118.