Title :
Set-valued multiple-target tracking
Author :
Stirling, Wynn ; Thompson, Jeffrey
Author_Institution :
Dept. of Electr. & Comput. Eng., Brigham Young Univ., Provo, UT, USA
Abstract :
The performance of an MTT (multiple target tracking) method should degrade gracefully as the conditions of the collection become less favorable to optimal operation. By stressing the avoidance, rather than the explicit minimization, of error, a decision rule is obtained for trajectory-data association that does not require the resolution of all conflicting hypotheses when the database does not contain sufficient information to do so reliably
Keywords :
decision theory; estimation theory; signal detection; tracking; decision rule; epistemic utility theory; multiple-target tracking; set valued estimator; trajectory-data; Background noise; Computer errors; Costs; Data mining; Databases; Degradation; Target tracking; Trajectory; Utility theory; Vehicles;
Conference_Titel :
Systems, Man, and Cybernetics, 1991. 'Decision Aiding for Complex Systems, Conference Proceedings., 1991 IEEE International Conference on
Conference_Location :
Charlottesville, VA
Print_ISBN :
0-7803-0233-8
DOI :
10.1109/ICSMC.1991.169780
