Particle filtering in complex correlation-extremal navigation

Abstract

Problem of correlation-extremal navigation for several geophysical fields is considered. Optimal estimation for highly non-linear measurement equation is realized using particle filtering. Simulation for relief and anomalous magnetic fields is done by sequential importance sampling based on Monte Carlo method.