Sensor Management with Non-Ideal Sensor Dynamics

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

Volumn 2, Issue , 2004, Pages 783-790

  Mahler, Ronald ^a  

^a LOCKHEED MARTIN   (United States)

Author keywords

Control theory; Random sets; Sensor management

Indexed keywords

ACTUATORS; APPROXIMATION THEORY; CONTROL THEORY; NONLINEAR CONTROL SYSTEMS; OPTIMAL CONTROL SYSTEMS; OPTIMIZATION; PROBABILITY;

RANDOM SETS; SENSOR DYNAMICS; SENSOR MANAGEMENT;

SENSORS;

EID: 6344276945     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (22)

1. Y. Bar-Shalom and X.-R. Li Estimation and Tracking: Principles, Techniques, and Software. Artech House, Ann Arbor, MI, 1993.
2. D.J. Daley and D. Vere-Jones. An Introduction to the Theory of Point Processes. Springer-Verlag, New York, 1988.
3. A. El-Fallah, M. Peroff, B. Ravichandran, R.Mehra, R. Mahler, T. Zajic, and C. Stelzig. Multitarget sensor management with target preference. In I. Kadar, ed., Sig. Proc., Sensor Fusion, and Targ. Recog. XIII, SPIE (Vol. 5429), Bellingham WA, 2004.
4. I. Goodman, R., Mahler, and H. Nguyen. Mathematics of Data Fusion. Kluwer Academic Publ., Dordrecht, 1997.
5. R. Mahler. Bayesian vs. "plain-vanilla Bayesian" multitarget statistics. In I. Kadar, ed., Sig. Proc., Sensor Fusion, and Targ. Recog. XIII, SPIE (Vol. 5429), Bellingham WA, 2004.
6. R. Mahler. Engineering statistics for multi-object tracking. In IEEE Workshop on Multi-Object Tracking, 53-60, Vancouver, Canada, July 8, 2001, IEEE, Bellingham, WA, 2001.
7. R. Mahler. Formal vs. heuristic modeling for multitarget filtering. In O. Drummond, ed., Sig. Proc. of Small Targets 2004, SPIE (Vol. 5428), Bellingham WA, 2004
8. R. Mahler. Global posterior densities for sensor management. In M. Kasten and L. Stockum, eds., Acquisition, Tracking, and Pointing XII, pages 252-263, SPIE (Vol. 3365), Bellingham WA, 1998.
9. th Nat. Symp. on Sensor Fusion, 1:347-366, Naval Postgrad. School, Monterey CA, Mar. 12-14, 1996.
10. R. Mahler. An Introduction to Multisource-Multitarget Statistics and Its Applications. Technical Monograph. Lockheed Martin, Eagan, MN, 2000.
11. R. Mahler. Multisensor-multitarget sensor management: A unified Bayesian approach, In I. Kadar, ed., Sig. Proc., Sensor Fusion, and Targ. Recog. XII, 222-233, SPIE (Vol. 5096), Bellingham WA, 2003.
12. R. Mahler. Multitarget filtering via first-order multitarget moments. IEEE Trans. AES, 39(4): 1152-1178, 2003.
13. R. Mahler. Multitarget moments and their application to multitarget tracking. In Proc. Workshop on Estimation, Tracking, and Fusion: A Tribute to Y. Bar-Shalom, 134-166, Naval Postgraduate School, Monterey CA, May 17, 2001.
14. R. Mahler. Multitarget sensor management of dispersed mobile sensors. In D. Grundel, R. Murphey, and P. Pardalos, eds., Theory and Algorithms for Cooperative Systems, World Scientific, Singapore, 2005.
15. R. Mahler. Objective functions for Bayesian control-theoretic sensor management, I: Multitarget first-moment approximation. In Proc. IEEE Aerospace Conf., Big Sky MT, March 8-15, 2003, IEEE, Bellingham WA, 2003.
16. R. Mahler. Objective functions for Bayesian control-theoretic sensor management, II: MHC-type approximation. In S. Butenko, R. Murphey, and P. Pardalos, eds., Recent Developments in Cooperative Control and Optimization, 273-316, Kluwer Academic Publishers, Dordrecht, 2004.
17. R. Mahler. Random set theory for target tracking and identification. In D.L. Hall and J. Llinas, eds., Handbook of Multisensor Data Fusion, CRC Press, Boca Raton, FL, 2002.
18. th Intl. Conf. on Inf. Fusion, Stockholm, Sweden, June 28-July 1, 2004, Intl. Soc. Inf. Fusion, Sunnyvale, CA, 2004.
19. R. Mahler. "Statistics 101" for multisensor, multitarget data fusion. IEEE AES Mag., Part 2: Tutorials, 19(1): 53-64, 2004.
20. R. Mahler. Target preference in multitarget sensor management: A unified approach. In I. Kadar, ed., Sig. Proc., Sensor Fusion, and Tar. Recog. XIII, SPIE (Vol. 5429), Bellingham WA, 2004.
21. R. Mahler. Tractable multistep sensor management via MHT. In P. Singer and A. Sunshine Smith-Carroll, eds., Proc. Workshop on Multi-Hypothesis Tracking: A Tribute to Samuel S. Blackman, San Diego, CA, May 30 2003, GTRI, Altanta, 2003.
22. R. Mahler and T. Zajic. Probabilistic objective functions for sensor management. In I. Kadar, ed., Sig. Proc., Sensor Fusion, and Targ. Recog. XIII, SPIE (Vol. 5429), Bellingham WA, 2004.