Multisensor-multitarget bias estimation for general asynchronous sensors

Proceedings of the Seventh International Conference on Information Fusion, FUSION 2004

Volumn 1, Issue , 2004, Pages 243-250

  Lin, X ^a   Bar Shalom, Y ^a   Kirubarajan, T ^b  

^a University of Connecticut   (United States)

^b MCMASTER UNIVERSITY   (Canada)

Author keywords

Asynchronous sensors; Multisensor fusion; Multisensor multitarget tracking; Registration; Sensor bias estimation

Indexed keywords

ASYNCHRONOUS SENSORS; MULTISENSOR FUSION; SENSOR BIAS ESTIMATION;

ALGEBRA; COMPUTER SIMULATION; DATA PROCESSING; INFORMATION ANALYSIS; KALMAN FILTERING; MATHEMATICAL MODELS; TARGETS;

SENSORS;

EID: 6344226412     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (29)

1. Alouani, A. T., Rice, T. R., and Blair, W. D., "A Two-Stage Filter for State Estimation in the Presence of Dynamical Stochastic Bias", Proc. 1992 American Control Conf., June 1992, 1784-1788.
2. Bar-Shalom, Y., "Airborne GMTI Radar Position Bias Estimation Using Static-Rotator Targets of Opportunity", IEEE Transactions on Aerospace and Electronic Systems, Vol. 37, No.2, 695-699, April 2001.
3. Bar-Shalom, Y., (editor), Muttitarget-Multisensor Tracking: Advanced Applications, Artech House, 1990 (reprinted by YBS Publishing, 1998).
4. Bar-Shalom, Y., (editor), Multitarget-Multisensor Tracking: Applications and Advances, Vol. II, Artech House, 1992 (reprinted by YBS Publishbig, 1998).
5. Bar-Shalom, Y. and Li, X. R., Multitarget-Multisensor Tracking: Principles and Techniques, YBS Publishing, 1995.
6. Bar-Shalom, Y. and Blair, W. D., (editors), Multitarget-Multisensor Tracking: Applications and Advances, Vol. III, Artech House, 2000.
7. Bar-Shalom, Y., Li, X. R., and Kirubarajan, T., Estimation with Applications to Tracking and Navigation: Theory Algorithms and Software, Wiley, 2001.
8. Blackman, S. S., and Popoli, R., Design and Analysis of Modern Tracking Systems, Dedham, MA: Artech House, 1999.
9. Blom, H. A. P., Hogendoorn, R. A., van Doom, B. A., "Design of a Multisensor Tracking system for Advanced Air Traffic Control", In Bar-Shalom, Y., (editor), Multitarget-Muttisensor Tracking: Applications and Advances, Vol. II, Artech House, Norwood, MA, 1992 (reprinted by YBS Publishing, 1998).
10. Dana, M. P., "Multiple Sensor Registration: A Prerequisite for Multisensor Tracking", In Bar-Shalom, Y., (editor), Multitarget-Multisensor Tracking: Advanced Applications, Artech House, 1990 (reprinted by YBS Publishing, 1998).
11. Dela Cruz, E. J., Alouani, A. T., Rice, T. R., and Blair, W. D., "Sensor Registration in Multisensor Systems", Proceedings of SPIE Conference on Signal and Data Processing of Small Targets, Vol. 1698, Orlando, FL, April 20-24, 1992.
12. Friedland, B., "Treatment of Bias in Recursive Filtering", IEEE Transactions on Automatic Control, Vol. AC-14, August 1969.
13. Gordon, N., Ristic, B., and Robinson, M., "Performance Bounds for Recursive Sensor Registration", Proceedings of the 6th International Conference on Information Fusion (Fusion 2003), Cairns, Australia, July 2003.
14. Helmick, R. E., and Rice, T. R., "Removal of Alignment Errors in an Integrated System of Two 3-D Sensors", IEEE Transactions on Aerospace and Electronic Systems, 29 1993.
15. Hehnick, R. E., Conte, J. E., Huffman, S. A., and Blair, W. D., "One-Step Fixed-Lag IMM Smoothing for Alignment of Asynchronous Sensors", Proceedings of SPIE Conference on Signal and Data Processing of Small Targets, Vol. 2235, Orlando, FL, April 1994.
16. Ignagni, M. B., "An alternate Derivation and Extension of Friedland's Two-Stage Kaiman Estimator", IEEE Transactions on Automatic Control, Vol. AC-26, No. 3, June 1981.
17. Ignagni, M. B., "Separate-Bias Kaiman Estimator with Bias State Noise", IEEE Transactions on Automatic Control, Vol. AC-35, No. 3, March 1990.
18. Kastella, K., Yeary, B., Zadra, T., Brouillard, R., and Frangione, E., "Bias Modeling and Estimation for GMTI Applications", In Proceedings of the 3rd International Conference on Information Fusion, Paris, France, July 2000.
19. Lin, X., Kirubarajan, T., and Bar-Shalom, Y., "Multisensor Bias Estimation with Local Tracks Without a Priori Association", Proceedings of SPIE Conference on Signal and Data Processing of Small Targets, Vol. 5204, San Diego, CA, August 2003.
20. Lin, X., Kirubarajan, T., and Bar-Shalom, Y., "Exact Multisensor Dynamic Bias Estimation with Local Tracks", Submitted to IEEE Transactions on Aerospace and Electronic Systems on April 2003.
21. Lin, X., Kirubarajan, T., and Bar-Shalom, Y., "Exact Multisensor Dynamic Bias Estimation with Local Tracks", Proc. FUSION 2003 -The 6th International Conference on Information Fusion, Queensland, Australia, July 2003.
22. Lin, X., Kirubarajan, T., and Bar-Shalom, Y., "Multisensor- Multitarget Bias Estimation for Asynchronous Sensors". Proceedings of SPIE Conference on Signal Processing, Sensor Fusion, and Target Recognition XIII, Vol. 5429, Orlando, FL, April 2004.
23. Mo, L., Song, X., Zhou, Y., Sun, Z., and Y. BarShalom, "Unbiased Converted Measurements in Tracking", IEEE Transactions on Aerospace and Electronic Systems, 34(3):1023-1027, July 1998.
24. Mori, S., Chang, K. C., Chong, C. Y., Dunn, K. P., "Tracking Performance Evaluation -Track Accuracy in Dense Target Environments", in Proc. SPIE 1990 Tech. Symp. on Aerospace Sensing, Orlando, FL, April 1990.
25. Nabaa, N., and Bishop, R. H., "Solution to a Multisensor Tracking Problem with Sensor Registration Errors", IEEE Transactions on Aerospace and Electronic Systems, 35(l):354-363, January 1999.
26. Okello, N., and Ristic, B., "Maximum Likelihood Registration for Multiple Dissimilar Sensors", IEEE Transactions on Aerospace and Electronic Systems, 39(3):1074-1083, July 2003.
27. Ristic, B., and Okello, "Sensor Registration hi the ECEF Coordinate System Using the MLR Algorithm", Proceedings of the 6th International Conference on Information Fusion (Fusion 2003), Cairns, Australia, July 2003.
28. Shea, P. J., Zadra, T., Klamer, D., Frangione, E., Brouilard, R., and Kastella, K., "Precision Tracking of Ground Targets", Proceedings of the IEEE Aerospace Conference, Big Sky, MT, March 2000.
29. van Doom, B. A. and Blom, H. A. P., "Systematic Error Estimation in Multisensor Fusion Systems", Proceedings of SPIE Conference on Signal and Data Processing of Small Targets, Vol. 1954, Orlando, FL, April 1993.