CPHD and PHD filters for unknown backgrounds, II: Multitarget filtering in dynamic clutter

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 7330, Issue , 2009, Pages

  Mahler, Ronald ^a  

^a LOCKHEED MARTIN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CARDINALIZED PHD; DATA SETS; DETECTION AND TRACKING; MEASUREMENT MODEL; MULTI-TARGET TRACKING; MULTIPLE TARGETS; MULTITARGET; PHD FILTERS; PROBABILITY HYPOTHESIS DENSITY; THEORETICAL STUDY;

CLUTTER (INFORMATION THEORY); SPACE APPLICATIONS;

SENSORS;

EID: 69949133407     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.818023     Document Type: Conference Paper

References (13)

1. Mahler, R., "CPHD Filters for superpositional sensors," in O.E. Drummond, Signal and Data Processing of Small Targets 2009, San Diego, August 4-6 (2009).
2. Mahler, R., "CPHD and PHD filters for unknown backgrounds, I: Dynamic data clustering," Proc. SPIE 7330 (2009).
3. Mahler, R., "Multitarget filtering via first-order multitarget moments," IEEE Trans. Aerospace and Electronics Systems, 39(4), 1152-1178 (2003).
4. Mahler, R., "Multitarget-moment filters for nonstandard measurement models," Proc. SPIE 6968 (2008).
5. Mahler, R., "PHD filters for nonstandard targets, I: Extended targets," Proc. 12th Int'l Conf. on Information Fusion, Seattle, WA, July 6-9 (2009).
6. R. Mahler, "PHD filters for nonstandard targets, II: Unresolved targets," Proc. 12th Int'l Conf. on Information Fusion, Seattle, WA, July 6-9 (2009).
7. Mahler, R., "PHD filters of higher order in target number," IEEE Trans. Aerospace and Electronic Systems, 43(4), 1523-1543 (2007).
8. Mahler, R., [Statistical Multisource-Multitarget Information Fusion], Artech House, Norwood, MA (2007).
9. Mahler, R., "Random Set Theory for Target Tracking and Identification," in D.L. Hall and J. Llinas (eds.), [Handbook of Multisensor Data Fusion], Second Edition, Chapter 16, CRC Press, Boca Raton FL (2008).
10. Mahler, R., "'Statistics 101' for Multisensor, Multitarget Data Fusion," IEEE Aerospace & Electronics Sys. Mag., Part 2: Tutorials, 19(1), 53-64 (2004).
11. Mahler, R., "A Survey of PHD Filter and CPHD Filter Implementations," Proc. SPIE 5809 (2007).
12. Mahler, R., "The multisensor PHD filter, I: General solution via multitarget calculus," SPIE Proc. 7336 (2009).
13. Mahler, R., "The multisensor PHD filter, II: Erroneous solution via 'Poisson magic,'" SPIE Proc. 7336 (2009).