Example of Auxiliary Particle Filter Implementation

An implementation example of Auxiliary Particle Filter based on Gordon's Tutorial on Particle Filters. This program implements the auxiliary particle filter algorithm from the tutorial, achieving RMS results closely matching those reported in the original paper. The implementation includes proper weight calculation and resampling procedures.