Superior Performance of Particle Filter Algorithm for Nonlinear Non-Gaussian Signal Processing

Leveraging the superior performance of particle filter algorithm for nonlinear non-Gaussian signal processing, this method is applied to modal signal and vibration signal denoising with implementation details including sequential Monte Carlo sampling and importance weighting techniques.