Predicting sensor fusion performance using theoretical models
Brian A. Baertlein, Wen‐Jiao Liao, Dehui Chen · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2001
theoretical models can be constructed to study the behavior of sensor-fused systems using idealized sensor Simple Models are available for feature-level and decision-level fusion, both of which are now being used with suites. sensors. These models are attractive as design tools and for estimating the expected performance of new demining suites, since their performance can be evaluated with relatively little effort. In this paper we review some sensor idealized models and their predictions for fused system performance. The data produced by demining sensors simple often correlated, and the effect of correlation is explored for both feature-level and decision-level fusion. are