Title :
Example of continuous basic belief assignment in the DSmT paradigm
Author :
Dambreville, Frédéric
Author_Institution :
DGA/CTA/DT/GIP, Arcueil, France
Abstract :
When implementing the DSmT, a difficulty may arise from the possible huge dimension of hyperpower sets. In particular, it is difficult at this time to have a practical definition of what could be a hyperpower set over continuous propositions. A full definition of hyperpower sets over continuous propositions is above the scope of this paper. However, a simplified description of the continuous impreciseness is considered, based on impreciseness intervals of the sensors. From this viewpoint, it is possible to manage the contradictions between sensors in a DSmT manner, while the complexity of the model stays manageable.
Keywords :
belief maintenance; sensor fusion; DSmT paradigm; continuous basic belief assignment; hyperpower set over continuous proposition; sensor interval; Computer aided analysis; Density measurement; Dissolved gas analysis; Extraterrestrial measurements; Sensor phenomena and characterization; Target tracking;
Conference_Titel :
Information Fusion, 2005 8th International Conference on
Print_ISBN :
0-7803-9286-8
DOI :
10.1109/ICIF.2005.1591956