Crisan, D.; Obanubi, O. - In: Stochastic Processes and their Applications 122 (2012) 4, pp. 1332-1368
Particle filters are numerical methods for approximating the solution of the filtering problem which use systems of weighted particles that (typically) evolve according to the law of the signal process. These methods involve a corrective/resampling procedure which eliminates the particles that...