1. A particle sampling method for sampling particles in order to filter and fuse ambiguous data or information on at least one state variable of a system using the particles, characterized in that sampling is carried out especially in consideration of the influence of the non-linearity of system dynamic model, observation model and/or other system constraints, represented by a constraint manifold defined in the state-observation space, on the probability distribution of state variables.