Error performance bounds for tracking a manoeuvring target

Proceedings of the 6th International Conference on Information Fusion, FUSION 2003

Volumn 2, Issue , 2003, Pages 903-910

  Bessell, A ^a   Ristic, B ^a   Farina, A ^b   Wang, X ^c   Arulampalam, M S ^a  

^a DEFENCE SCIENCE AND TECHNOLOGY ORGANISATION   (Australia)

^b ALENIA SPAZIO   (Italy)

^c UNIVERSITY OF MELBOURNE   (Australia)

Author keywords

Cramer Rao bound; Hybrid estimation; Manoeuvring target; Target tracking

Indexed keywords

CRAMER-RAO BOUNDS; INFORMATION FUSION;

CRAMER-RAO; ERROR PERFORMANCE; EXPECTED VALUES; HYBRID ESTIMATION; LOWER BOUNDS; MANOEUVRING TARGET;

TARGET TRACKING;

EID: 84901664273     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIF.2003.177336     Document Type: Conference Paper

References (14)

1. Y. Bar-Shalom, X. R. Li, and T. Kiruharajan. Estimation with Applications to Tracking and Navigation. John Wiley & Sons, 2001.
2. X. R. Li. Engineer's guide to variablestructure multiplemodel estimation for tracking. In Y. Bar- Shalom and W. D. Blair, editors, Multitarget- Multisensor 'Ikacking: Applications and Advances, volume 111, chapter 10, pages 499-567. Artech House, 1993.
3. A. H. Jazwinski. Stochastic Processes and FalteringTheory. Academic Press, 1970.
4. F. Gustafsson. Adaptive Filtering and Change Deing Theory. Academic Press, 1970.
5. J. H. Taylor. The Cramer-Rao estimation error lower bound computation for deterministic noulinear systems. IEEE Trans. Automatic Control, 24(2):343-344, April 1979.
6. T. H. Kerr. Status of CR-like lower bounds for nonlinear filtering. IEEE Pans. Aerosp. Electr. Syst., 25(5):590-601, Sept. 1989.
7. P. Tichavsky, C. H. Muravchik, and A. Nehorai. Posterior Cramer-Ran bounds for discrete time nonlinear filtering. IEEE Trans. Signal Processing, 46(5):1386-1396, May 1998.
8. d < 1 and its application to target tracking. IEEE Trans. Signal Processing, 50(8):1916-1924, August 2002.
9. M. L. Hernandez, A. D. Marrs, N. G. Gordon, S. R. Maskell, and C. M. Reed. Crambr-Rao bounds for non-linear filtering with measurement origin uncertainty. In Proc. 5th Int. Conf. Information Fusion, volume 1, pages 18-25, Annapolis, MD, 2002.
10. A. Farina and F. A. Studer. Radar Data Processing (Vol. 1). John Wiley, 1985.
11. W. D. Blair, G. A Watson, T. Kirubarajan, and Y. Bar-Shalom. Benchmark for radar allocation and tracking in ECM. IEEE Trans. Aerospace and Electronic Systems, 34(4):1097-1113, Oct. 1998.
12. X. Wang, S. Challa, and R. Evans. Variable structure IMM using minimal sub-model-set switching. In Proc. SPIE: Signal Processing, Sensor Fusion and Target Recognition XII, Orlando, FL, USA, April 2003.
13. H. L. VanTrees. Detection, Estimation and Modulation Theory (Part I). John Wiley & Sons, 1968.
14. F. E. Daum. Bounds on performance for multiple target tracking. IEEE Trans. Automatic Control, 35(4):443-446, 1990.