Title :
Adaptive arbitration by variant counting on commutative bases with weights
Author :
Primiero, Giuseppe ; Meheus, Joke
Author_Institution :
Centre for Logic & Philos. of Sci., Ghent Univ., Ghent
fDate :
June 30 2008-July 3 2008
Abstract :
In this paper a new logical arbitration protocol for fusion of inconsistent information is designed. It defines a selection of models of a premise set in a multi-modal logic that uses the standard format of adaptive logics. The selected models are obtained by a counting procedure on the derivable data conflicting among the various sources. Peculiar of this approach is the definition of weights for commutative bases, in terms of the distinction between partially and fully supported information. The results obtained are compared to standard arbitration protocols and they extend previous work on the adaptive majority protocol.
Keywords :
formal logic; sensor fusion; adaptive logic; information fusion; logical arbitration protocol; multimodal logic; Adaptive Logics; Arbitration Protocol; Information Fusion;
Conference_Titel :
Information Fusion, 2008 11th International Conference on
Conference_Location :
Cologne
Print_ISBN :
978-3-8007-3092-6
Electronic_ISBN :
978-3-00-024883-2