We derive the Dirac-delta function, explain how to use to approximate an Empirical PDF for a sample.
Sequential Importance Sampling intuition simply explained for SMC
Importance Sampling tutorial for Sequential Data
Importance Sampling as a first step towards Sequential Monte Carlo (SMC)