The marginalized particle filter – analysis, applications and generalizations Thomas B. Schön, Rickard Karlsson and Fredrik Gustafsson ESAIM: Proc., 19 (2007) 53-64 Published online: 30 October 2007 DOI: 10.1051/proc:071908