Sensor scheduling for multiple target tracking and detection using passive measurements

Proceedings of the 11th International Conference on Information Fusion, FUSION 2008

Volumn , Issue , 2008, Pages

  Hanselmann, Thomas ^a   Morelande, Mark ^a   Moran, Bill ^a   Sarunic, Peter ^b  

^a UNIVERSITY OF MELBOURNE   (Australia)

^b DEFENCE SCIENCE AND TECHNOLOGY ORGANISATION   (Australia)

Author keywords

Autonomous UAV control; Estimation; Measurement information maximization; Multi target tracking; POMDP; R nyi information divergence; Short term scheduling

Indexed keywords

FUSION REACTIONS; INFORMATION FUSION; MAMMOGRAPHY; RADAR; RHENIUM; SCHEDULING; SENSOR DATA FUSION; SENSORS; TARGET TRACKING; TARGETS; UNMANNED AERIAL VEHICLES (UAV); UNMANNED VEHICLES;

AUTONOMOUS UAV CONTROL; MEASUREMENT INFORMATION MAXIMIZATION; MULTI TARGET TRACKING; POMDP; SHORT-TERM SCHEDULING;

DATA FUSION;

EID: 56749136292     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIF.2008.4632392     Document Type: Conference Paper

References (10)

1. T. Hanselmann and M. Morelande, "Multiple Target Tracking With Asynchronous Bearings-Only-Measurements," in 10th International Conference on Information Fusion, Quebec, Canada, July 2007.
2. M. Morelande, T. Hanselmann, B. Moran, and P. Sarunic, "Scheduling of passive sensors for target tracking," The University of Melbourne, Tech. Rep., 2007.
3. G. Monahan, "Optimal control of measurement subsystemsA survey of partially observable Markov decision processes: theory, models and algorithms," Management Science, vol. 28, no. 1, pp. 1-16, 1982.
4. N. Peach, "Bearings-only tracking using a set of range-parameterised extended kalman filters," IEE Proceedings- Control Theory Applications, vol. 142, no. 1, pp. 73-80, 1995.
5. S. Julier, J. Uhlmann, and H. F. Durrant-Whyte, "A New Method for the Nonlinear Transformation of Means and Covariances in Filters and Estimators," IEEE Transactions on Automatic Control, vol. 45, no. 3, pp. 477-482, 2000.
6. D. B. Reid, "An algorithm for tracking multiple targets," IEEE Transactions on Automatic Control, vol. 24, no. 6, pp. 843-854, 1979.
7. Y. Bar-Shalom and X.-R. Li, Estimation and Tracking: Principles, Techniques and Software. Artech House, Norwood MA, USA, 1993.
8. C. Kreucher, A. Hero, K. Kastella, and D. Chang, "Efficient methods for non-myopic sensor management for multitarget tracking," in Proceedings of the IEEE Conference on Decision and Control, 2004, pp. 722-727.
9. C. Kreucher, K. Kastella, and A. Hero, "Sensor management using an active sensing approach," Signal Processing, vol. 85, no. 3, pp. 607-624, 2005.
10. A. Rényi, "On Measures of Entropy and Information," in Proceedings of the Fourth Berkeley Symposium on Mathematics, Statistics and Probability, 1961, pp. 547-561.